Speech to Text - Voice Typing & Transcription

Take notes with your voice for free, or automatically transcribe audio & video recordings. secure, accurate & blazing fast..

~ Proudly serving millions of users since 2015 ~

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Dictate Notes

Start taking notes, on our online voice-enabled notepad right away, for free.

Transcribe Recordings

Automatically transcribe (as well as summarize & translate) audios & videos. Upload files from your device or link to an online resource (Drive, YouTube, TikTok or other). Export to text, docx, video subtitles & more.

Speechnotes is a reliable and secure web-based speech-to-text tool that enables you to quickly and accurately transcribe your audio and video recordings, as well as dictate your notes instead of typing, saving you time and effort. With features like voice commands for punctuation and formatting, automatic capitalization, and easy import/export options, Speechnotes provides an efficient and user-friendly dictation and transcription experience. Proudly serving millions of users since 2015, Speechnotes is the go-to tool for anyone who needs fast, accurate & private transcription. Our Portfolio of Complementary Speech-To-Text Tools Includes:

Voice typing - Chrome extension

Dictate instead of typing on any form & text-box across the web. Including on Gmail, and more.

Transcription API & webhooks

Speechnotes' API enables you to send us files via standard POST requests, and get the transcription results sent directly to your server.

Zapier integration

Combine the power of automatic transcriptions with Zapier's automatic processes. Serverless & codeless automation! Connect with your CRM, phone calls, Docs, email & more.

Android Speechnotes app

Speechnotes' notepad for Android, for notes taking on your mobile, battle tested with more than 5Million downloads. Rated 4.3+ ⭐

iOS TextHear app

TextHear for iOS, works great on iPhones, iPads & Macs. Designed specifically to help people with hearing impairment participate in conversations. Please note, this is a sister app - so it has its own pricing plan.

Audio & video converting tools

Tools developed for fast - batch conversions of audio files from one type to another and extracting audio only from videos for minimizing uploads.

Our Sister Apps for Text-To-Speech & Live Captioning

Complementary to Speechnotes

Reads out loud texts, files & web pages

Reads out loud texts, PDFs, e-books & websites for free

Speechlogger

Live Captioning & Translation

Live captions & translations for online meetings, webinars, and conferences.

Need Human Transcription? We Can Offer a 10% Discount Coupon

We do not provide human transcription services ourselves, but, we partnered with a UK company that does. Learn more on human transcription and the 10% discount .

Dictation Notepad

Start taking notes with your voice for free

Speech to Text online notepad. Professional, accurate & free speech recognizing text editor. Distraction-free, fast, easy to use web app for dictation & typing.

Speechnotes is a powerful speech-enabled online notepad, designed to empower your ideas by implementing a clean & efficient design, so you can focus on your thoughts. We strive to provide the best online dictation tool by engaging cutting-edge speech-recognition technology for the most accurate results technology can achieve today, together with incorporating built-in tools (automatic or manual) to increase users' efficiency, productivity and comfort. Works entirely online in your Chrome browser. No download, no install and even no registration needed, so you can start working right away.

Speechnotes is especially designed to provide you a distraction-free environment. Every note, starts with a new clear white paper, so to stimulate your mind with a clean fresh start. All other elements but the text itself are out of sight by fading out, so you can concentrate on the most important part - your own creativity. In addition to that, speaking instead of typing, enables you to think and speak it out fluently, uninterrupted, which again encourages creative, clear thinking. Fonts and colors all over the app were designed to be sharp and have excellent legibility characteristics.

Example use cases

  • Voice typing
  • Writing notes, thoughts
  • Medical forms - dictate
  • Transcribers (listen and dictate)

Transcription Service

Start transcribing

Fast turnaround - results within minutes. Includes timestamps, auto punctuation and subtitles at unbeatable price. Protects your privacy: no human in the loop, and (unlike many other vendors) we do NOT keep your audio. Pay per use, no recurring payments. Upload your files or transcribe directly from Google Drive, YouTube or any other online source. Simple. No download or install. Just send us the file and get the results in minutes.

  • Transcribe interviews
  • Captions for Youtubes & movies
  • Auto-transcribe phone calls or voice messages
  • Students - transcribe lectures
  • Podcasters - enlarge your audience by turning your podcasts into textual content
  • Text-index entire audio archives

Key Advantages

Speechnotes is powered by the leading most accurate speech recognition AI engines by Google & Microsoft. We always check - and make sure we still use the best. Accuracy in English is very good and can easily reach 95% accuracy for good quality dictation or recording.

Lightweight & fast

Both Speechnotes dictation & transcription are lightweight-online no install, work out of the box anywhere you are. Dictation works in real time. Transcription will get you results in a matter of minutes.

Super Private & Secure!

Super private - no human handles, sees or listens to your recordings! In addition, we take great measures to protect your privacy. For example, for transcribing your recordings - we pay Google's speech to text engines extra - just so they do not keep your audio for their own research purposes.

Health advantages

Typing may result in different types of Computer Related Repetitive Strain Injuries (RSI). Voice typing is one of the main recommended ways to minimize these risks, as it enables you to sit back comfortably, freeing your arms, hands, shoulders and back altogether.

Saves you time

Need to transcribe a recording? If it's an hour long, transcribing it yourself will take you about 6! hours of work. If you send it to a transcriber - you will get it back in days! Upload it to Speechnotes - it will take you less than a minute, and you will get the results in about 20 minutes to your email.

Saves you money

Speechnotes dictation notepad is completely free - with ads - or a small fee to get it ad-free. Speechnotes transcription is only $0.1/minute, which is X10 times cheaper than a human transcriber! We offer the best deal on the market - whether it's the free dictation notepad ot the pay-as-you-go transcription service.

Dictation - Free

  • Online dictation notepad
  • Voice typing Chrome extension

Dictation - Premium

  • Premium online dictation notepad
  • Premium voice typing Chrome extension
  • Support from the development team

Transcription

$0.1 /minute.

  • Pay as you go - no subscription
  • Audio & video recordings
  • Speaker diarization in English
  • Generate captions .srt files
  • REST API, webhooks & Zapier integration

Compare plans

Privacy policy.

We at Speechnotes, Speechlogger, TextHear, Speechkeys value your privacy, and that's why we do not store anything you say or type or in fact any other data about you - unless it is solely needed for the purpose of your operation. We don't share it with 3rd parties, other than Google / Microsoft for the speech-to-text engine.

Privacy - how are the recordings and results handled?

- transcription service.

Our transcription service is probably the most private and secure transcription service available.

  • HIPAA compliant.
  • No human in the loop. No passing your recording between PCs, emails, employees, etc.
  • Secure encrypted communications (https) with and between our servers.
  • Recordings are automatically deleted from our servers as soon as the transcription is done.
  • Our contract with Google / Microsoft (our speech engines providers) prohibits them from keeping any audio or results.
  • Transcription results are securely kept on our secure database. Only you have access to them - only if you sign in (or provide your secret credentials through the API)
  • You may choose to delete the transcription results - once you do - no copy remains on our servers.

- Dictation notepad & extension

For dictation, the recording & recognition - is delegated to and done by the browser (Chrome / Edge) or operating system (Android). So, we never even have access to the recorded audio, and Edge's / Chrome's / Android's (depending the one you use) privacy policy apply here.

The results of the dictation are saved locally on your machine - via the browser's / app's local storage. It never gets to our servers. So, as long as your device is private - your notes are private.

Payments method privacy

The whole payments process is delegated to PayPal / Stripe / Google Pay / Play Store / App Store and secured by these providers. We never receive any of your credit card information.

More generic notes regarding our site, cookies, analytics, ads, etc.

  • We may use Google Analytics on our site - which is a generic tool to track usage statistics.
  • We use cookies - which means we save data on your browser to send to our servers when needed. This is used for instance to sign you in, and then keep you signed in.
  • For the dictation tool - we use your browser's local storage to store your notes, so you can access them later.
  • Non premium dictation tool serves ads by Google. Users may opt out of personalized advertising by visiting Ads Settings . Alternatively, users can opt out of a third-party vendor's use of cookies for personalized advertising by visiting https://youradchoices.com/
  • In case you would like to upload files to Google Drive directly from Speechnotes - we'll ask for your permission to do so. We will use that permission for that purpose only - syncing your speech-notes to your Google Drive, per your request.

SpeechTexter is a free multilingual speech-to-text application aimed at assisting you with transcription of notes, documents, books, reports or blog posts by using your voice. This app also features a customizable voice commands list, allowing users to add punctuation marks, frequently used phrases, and some app actions (undo, redo, make a new paragraph).

SpeechTexter is used daily by students, teachers, writers, bloggers around the world.

It will assist you in minimizing your writing efforts significantly.

Voice-to-text software is exceptionally valuable for people who have difficulty using their hands due to trauma, people with dyslexia or disabilities that limit the use of conventional input devices. Speech to text technology can also be used to improve accessibility for those with hearing impairments, as it can convert speech into text.

It can also be used as a tool for learning a proper pronunciation of words in the foreign language, in addition to helping a person develop fluency with their speaking skills.

using speechtexter to dictate a text

Accuracy levels higher than 90% should be expected. It varies depending on the language and the speaker.

No download, installation or registration is required. Just click the microphone button and start dictating.

Speech to text technology is quickly becoming an essential tool for those looking to save time and increase their productivity.

Powerful real-time continuous speech recognition

Creation of text notes, emails, blog posts, reports and more.

Custom voice commands

More than 70 languages supported

SpeechTexter is using Google Speech recognition to convert the speech into text in real-time. This technology is supported by Chrome browser (for desktop) and some browsers on Android OS. Other browsers have not implemented speech recognition yet.

Note: iPhones and iPads are not supported

List of supported languages:

Afrikaans, Albanian, Amharic, Arabic, Armenian, Azerbaijani, Basque, Bengali, Bosnian, Bulgarian, Burmese, Catalan, Chinese (Mandarin, Cantonese), Croatian, Czech, Danish, Dutch, English, Estonian, Filipino, Finnish, French, Galician, Georgian, German, Greek, Gujarati, Hebrew, Hindi, Hungarian, Icelandic, Indonesian, Italian, Japanese, Javanese, Kannada, Kazakh, Khmer, Kinyarwanda, Korean, Lao, Latvian, Lithuanian, Macedonian, Malay, Malayalam, Marathi, Mongolian, Nepali, Norwegian Bokmål, Persian, Polish, Portuguese, Punjabi, Romanian, Russian, Serbian, Sinhala, Slovak, Slovenian, Southern Sotho, Spanish, Sundanese, Swahili, Swati, Swedish, Tamil, Telugu, Thai, Tsonga, Tswana, Turkish, Ukrainian, Urdu, Uzbek, Venda, Vietnamese, Xhosa, Zulu.

Instructions for web app on desktop (Windows, Mac, Linux OS)

Requirements: the latest version of the Google Chrome [↗] browser (other browsers are not supported).

1. Connect a high-quality microphone to your computer.

2. Make sure your microphone is set as the default recording device on your browser.

To go directly to microphone's settings paste the line below into Chrome's URL bar.

chrome://settings/content/microphone

Set microphone as default recording device

To capture speech from video/audio content on the web or from a file stored on your device, select 'Stereo Mix' as the default audio input.

3. Select the language you would like to speak (Click the button on the top right corner).

4. Click the "microphone" button. Chrome browser will request your permission to access your microphone. Choose "allow".

Allow microphone access

5. You can start dictating!

Instructions for the web app on a mobile and for the android app

Requirements: - Google app [↗] installed on your Android device. - Any of the supported browsers if you choose to use the web app.

Supported android browsers (not a full list): Chrome browser (recommended), Edge, Opera, Brave, Vivaldi.

1. Tap the button with the language name (on a web app) or language code (on android app) on the top right corner to select your language.

2. Tap the microphone button. The SpeechTexter app will ask for permission to record audio. Choose 'allow' to enable microphone access.

instructions for the web app

3. You can start dictating!

Common problems on a desktop (Windows, Mac, Linux OS)

Error: 'speechtexter cannot access your microphone'..

Please give permission to access your microphone.

Click on the "padlock" icon next to the URL bar, find the "microphone" option, and choose "allow".

Allow microphone access

Error: 'No speech was detected. Please try again'.

If you get this error while you are speaking, make sure your microphone is set as the default recording device on your browser [see step 2].

If you're using a headset, make sure the mute switch on the cord is off.

Error: 'Network error'

The internet connection is poor. Please try again later.

The result won't transfer to the "editor".

The result confidence is not high enough or there is a background noise. An accumulation of long text in the buffer can also make the engine stop responding, please make some pauses in the speech.

The results are wrong.

Please speak loudly and clearly. Speaking clearly and consistently will help the software accurately recognize your words.

Reduce background noise. Background noise from fans, air conditioners, refrigerators, etc. can drop the accuracy significantly. Try to reduce background noise as much as possible.

Speak directly into the microphone. Speaking directly into the microphone enhances the accuracy of the software. Avoid speaking too far away from the microphone.

Speak in complete sentences. Speaking in complete sentences will help the software better recognize the context of your words.

Can I upload an audio file and get the transcription?

No, this feature is not available.

How do I transcribe an audio (video) file on my PC or from the web?

Playback your file in any player and hit the 'mic' button on the SpeechTexter website to start capturing the speech. For better results select "Stereo Mix" as the default recording device on your browser, if you are accessing SpeechTexter and the file from the same device.

I don't see the "Stereo mix" option (Windows OS)

"Stereo Mix" might be hidden or it's not supported by your system. If you are a Windows user go to 'Control panel' → Hardware and Sound → Sound → 'Recording' tab. Right-click on a blank area in the pane and make sure both "View Disabled Devices" and "View Disconnected Devices" options are checked. If "Stereo Mix" appears, you can enable it by right clicking on it and choosing 'enable'. If "Stereo Mix" hasn't appeared, it means it's not supported by your system. You can try using a third-party program such as "Virtual Audio Cable" or "VB-Audio Virtual Cable" to create a virtual audio device that includes "Stereo Mix" functionality.

How to enable 'Stereo Mix'

How to use the voice commands list?

custom voice commands

The voice commands list allows you to insert the punctuation, some text, or run some preset functions using only your voice. On the first column you enter your voice command. On the second column you enter a punctuation mark or a function. Voice commands are case-sensitive. Available functions: #newparagraph (add a new paragraph), #undo (undo the last change), #redo (redo the last change)

To use the function above make a pause in your speech until all previous dictated speech appears in your note, then say "insert a new paragraph" and wait for the command execution.

Found a mistake in the voice commands list or want to suggest an update? Follow the steps below:

  • Navigate to the voice commands list [↑] on this website.
  • Click on the edit button to update or add new punctuation marks you think other users might find useful in your language.
  • Click on the "Export" button located above the voice commands list to save your list in JSON format to your device.

Next, send us your file as an attachment via email. You can find the email address at the bottom of the page. Feel free to include a brief description of the mistake or the updates you're suggesting in the email body.

Your contribution to the improvement of the services is appreciated.

Can I prevent my custom voice commands from disappearing after closing the browser?

SpeechTexter by default saves your data inside your browser's cache. If your browsers clears the cache your data will be deleted. However, you can export your custom voice commands to your device and import them when you need them by clicking the corresponding buttons above the list. SpeechTexter is using JSON format to store your voice commands. You can create a .txt file in this format on your device and then import it into SpeechTexter. An example of JSON format is shown below:

{ "period": ".", "full stop": ".", "question mark": "?", "new paragraph": "#newparagraph" }

I lost my dictated work after closing the browser.

SpeechTexter doesn't store any text that you dictate. Please use the "autosave" option or click the "download" button (recommended). The "autosave" option will try to store your work inside your browser's cache, where it will remain until you switch the "text autosave" option off, clear the cache manually, or if your browser clears the cache on exit.

Common problems on the Android app

I get the message: 'speech recognition is not available'..

'Google app' from Play store is required for SpeechTexter to work. download [↗]

Where does SpeechTexter store the saved files?

Version 1.5 and above stores the files in the internal memory.

Version 1.4.9 and below stores the files inside the "SpeechTexter" folder at the root directory of your device.

After updating the app from version 1.x.x to version 2.x.x my files have disappeared

As a result of recent updates, the Android operating system has implemented restrictions that prevent users from accessing folders within the Android root directory, including SpeechTexter's folder. However, your old files can still be imported manually by selecting the "import" button within the Speechtexter application.

SpeechTexter import files

Common problems on the mobile web app

Tap on the "padlock" icon next to the URL bar, find the "microphone" option and choose "allow".

SpeechTexter microphone permission

  • TERMS OF USE
  • PRIVACY POLICY
  • Play Store [↗]

copyright © 2014 - 2024 www.speechtexter.com . All Rights Reserved.

speech text for pc

October 09, 2023

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How to get the most out of voice typing

Whether you prefer brainstorming ideas out loud, can talk faster than you can type, or need an accessible, hands-free option for getting words on the screen, the Windows 11  voice-typing feature has you covered. Learn how to use this voice typing to your advantage and get the most out of the speech-to-text functionality on your Windows 11 device .

How does Windows speech-to-text software work?

The built-in speech-to-text software in Windows 11  turns your spoken words directly into text. If you’d like to compose a document or write anywhere you see a textbox by talking instead of typing, you can! As long as you’re connected to the internet and have a working microphone, you should be able to use this feature to type with your voice.

How to enable voice typing

If you’re ready to try voice typing on your Windows 11 computer, follow these steps:

  • Select Windows logo key + H to open the voice typing menu.
  • Select the microphone icon. 
  • Wait for the Listening alert before you start speaking. Once it’s listening, you should see your spoken words turn into text on the screen almost instantly.
  • When you’re ready to stop voice typing, say “Stop listening” or select the microphone button in the menu.

Within Settings , you can also toggle on Voice typing launcher . This will launch the voice typing menu whenever you are in a textbox. For punctuation support, select the Settings icon and toggle on Auto punctuation .

Setting and switching between voice typing languages

To help the speech-to-text software properly understand your dictation, make sure it’s set to the right language, region, or dialect:

  • Navigate to Settings > Time & language > Speech .
  • Select your preferred language, region, or dialect.
  • If the language you want isn’t installed on your device, you may be able to add it in Settings > Time & language > Language & region > Preferred languages .

Would you like to switch between voice typing languages ? No problem! Select Windows logo key + Spacebar to access the language switcher.

Ways to get the most out of voice typing

Now that you have voice typing set up in the way you want it, here are a few ways to make the most of it:

  • Write a truly fast first draft. Especially if you’re having a hard time getting started on the first draft of something, try speaking it aloud and letting voice typing capture all of your ideas on the spot. Within minutes, you’ll have a fast first draft to polish into something great.
  • Call out your shopping list. Instead of having to type your shopping list, turn on voice typing and let it write the list for you as you look around your kitchen to confirm what you need.
  • Capture family history. Family stories are precious, and now you can capture them as text. The next time you’re celebrating a holiday with loved ones, turn on voice typing to capture some of the family history and stories that mean so much.
  • Speak in your Teams chat. Instead of typing your side of the conversation in your Microsoft Teams  chat, let voice typing turn your speech into chat messages for your colleagues.

With Windows 11 speech-to-text software, getting your lists, ideas, stories, and insights written down is as easy as speaking them aloud. Learn about other standout Windows 11 features in the Windows Learning Center .

Products featured in this article

Windows 11 logo

Microsoft Teams

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speech text for pc

Why Type When You Can Talk?

Lilyspeech is a free* speech to text dictation application for windows with support for 51 languages   experience the freedom of typing with your voice today..

speech text for pc

Just click or press Ctrl+D  to instantly start typing with your voice anywhere on your Windows Desktop or Laptop. Dictate, emails, documents, web searches… anything!

Powered by google’s 99.5% accurate  chrome speech to text service..

speech text for pc

99.5%  Accurate!

LilySpeech is powered by Google Chrome’s amazing speech to text service  which is 99.5% accurate. If you’ve been sending text messages with your voice on your Android phone, then you already know how well it works.

Watch the video below to see a demonstration of just how accurate LilySpeech is.

speech text for pc

Custom Words

You can customize LilySpeech to recognize custom words. This might be business names, web addresses, the correct spelling of peoples names, industry specific terms. Anything you wish.

Even for people in specialized Industries, LilySpeech shines with its ability to recognize unusual vocabulary.

speech text for pc

Lightweight

LilySpeech is an extremely lightweight application which will not slow down your computer or hog your computer’s memory.

This is made possible by the fact that the actual speech-to-text conversion occurs in the cloud and does not use your local machines resources.

speech text for pc

LilySpeech is Free* and fully functional without limitations. Read more about how this free version is possible.

Other speech recognition software costs hundreds of dollars. Start typing with your voice today for free. Download now.

See it in Action!

LilySpeech Speech Recognition Demo

LilySpeech is truly a joy to use. Click or press Ctrl+D and start dictating absolutely anything on your computer in real time.

In this demonstration we see:

  • Text dictated in real time
  • Customization of display in settings
  • Various punctuation

The ease of use is amazing and the time savings will have you jumping for joy!

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How to use speech-to-text on a Windows computer to quickly dictate text without typing

  • You can use the speech-to-text feature on Windows to dictate text in any window, document, or field that you could ordinarily type in.  
  • To get started with speech-to-text, you need to enable your microphone and turn on speech recognition in "Settings."
  • Once configured, you can press Win + H to open the speech recognition control and start dictating. 
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One of the lesser known major features in Windows 10 is the ability to use speech-to-text technology to dictate text rather than type. If you have a microphone connected to your computer, you can have your speech quickly converted into text, which is handy if you suffer from repetitive strain injuries or are simply an inefficient typist.

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It's likely that speech-to-text is not turned on by default, so you need to enable it before you start dictating to Windows.

1. Click the "Start" button and then click "Settings," designated by a gear icon.

2. Click "Time & Language."

3. In the navigation pane on the left, click "Speech."

4. If you've never set up your microphone, do it now by clicking "Get started" in the Microphone section. Follow the instructions to speak into the microphone, which calibrates it for dictation. 

5. Scroll down and click "Speech, inking, & typing privacy settings" in the "Related settings" section. Then slide the switch to "On" in the "Online speech recognition" section. If you don't have the sliding switch, this may appear as a button called "Turn on speech services and typing suggestions."

How to use speech-to-text on Windows

Once you've turned speech-to-text on, you can start using it to dictate into any window or field that accepts text. You can dictate into word processing apps, Notepad, search boxes, and more. 

1. Open the app or window you want to dictate into. 

2. Press Win + H. This keyboard shortcut opens the speech recognition control at the top of the screen. 

3. Now just start speaking normally, and you should see text appear. 

If you pause for more than a few moments, Windows will pause speech recognition. It will also pause if you use the mouse to click in a different window. To start again, click the microphone in the control at the top of the screen. You can stop voice recognition for now by closing the control at the top of the screen. 

Common commands you should know for speech-to-text on Windows

In general, Windows will convert anything you say into text and place it in the selected window. But there are many commands that, rather than being translated into text, will tell Windows to take a specific action. Most of these commands are related to editing text, and you can discover many of them on your own – in fact, there are dozens of these commands. Here are the most important ones to get you started:

  • Punctuation . You can speak punctuation out loud during dictation. For example, you can say "Dear Steve comma how are you question mark." 
  • New line . Saying "new line" has the same effect as pressing the Enter key on the keyboard.
  • Stop dictation . At any time, you can say "stop dictation," which has the same effect as pausing or clicking another window. 
  • Go to the [start/end] of [document/paragraph] . Windows can move the cursor to various places in your document based on a voice command. You can say "go to the start of the document," or "go to the end of the paragraph," for example, to quickly start dictating text from there. 
  • Undo that . This is the same as clicking "Undo" and undoes the last thing you dictated. 
  • Select [word/paragraph] . You can give commands to select a word or paragraph. It's actually a lot more powerful than that – you can say things like "select the previous three paragraphs." 

speech text for pc

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How-To Geek

How to type with your voice in windows 10.

"Windows, I want you to write something down for me."

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How to enable dictation and speech recognition in windows 10, typing with your voice in windows 10, how to disable dictation and speech recognition in windows 10.

If you're tired of typing with a keyboard, entering text can be as easy as using your voice in Windows 10. The OS includes built-in speech recognition and dictation features. Here's how to set them up.

Microsoft's dictation software is a useful way to write text quickly in Windows 10 using the Windows+h keyboard shortcut. But it may not already be enabled by default on your system, so you may have to make a quick trip to settings to enable it.

Begin by opening Windows Settings. To do so, open your Start menu and click the gear icon. You can also get there by pressing Windows+i on your keyboard.

In Settings, click "Ease of Access."

On the left pane, scroll down and click "Speech" in the sidebar. Under Speech settings, click the switch located below "Turn on Speech Recognition." It should switch over to the "On" position.

Keep in mind speech recognition is only available in a few languages, including English, French, German, Spanish, Mandarin, and Japanese. To perform this action quickly, hit Windows+Ctrl+s to toggle speech recognition on or off instantly.

When you toggle speech recognition on for the first time, you will need to set it up to recognize your voice.

To perform the initial microphone setup , hook up either a headset microphone, desktop microphone, or other peripheral mics. Then follow the on-screen prompt to choose and calibrate your microphone. We recommend using a headset mic for dictation software.

Once the headset is connected, say the on-screen phrase into your microphone, so the system will capture your voice and be able to recognize it while using the program.

Finish up by selecting whether or not you want to allow the computer to review documents and email to help it improve speech recognition accuracy.

Once the setup is complete, you're ready to begin typing with your voice!

Related: How to Set Up and Test Microphones in Windows 10

After you've successfully set up your microphone, you can start typing with your voice. The wizard will ask you to toggle run Speech Recognition every time you start up the computer. Answer appropriately according to your preferences, and you're finally ready to start typing with your voice.

If you want to use dictation, select a text field and call up the dictation bar with Windows+h. We'll use a blank text document as an example. After hitting Windows+h, the dictation bar will pop up at the top of the screen:

Dictation will automatically turn on and prompt you to speak once you call up the dictation bar. If it doesn't, simply click the microphone icon to enable it.

Begin speaking into your microphone. Speak in complete, deliberate sentences. You can say whatever you like, and you'll see it typed on the screen as you go along. Here are some tips while you dictate:

  • Punctuation: To add punctuation, say the name of the punctuation mark you want to use as you work.  For example, say "period" to place a period at the end of a sentence, or say "comma," "E-M dash," "semicolon," "exclamation point," or "question mark" to add those punctuation makes to your document.
  • Parentheses: For parentheses, say "open parentheses" to start a parenthetical phrase and "close parenthesis" to end the phrase.
  • Numerical Values : Say "numerical" followed by a number to type out the numerical values.
  • Navigating Paragraphs: To move to the next paragraph, say "next line" or "next paragraph."
  • Deleting Text: To delete words, say "delete," followed by the word you want to delete. You can also say "delete previous sentence" to get rid of an entire sentence you no longer wish to keep in the document.
  • Selecting: To select a word, say "select," followed by the word you wish to highlight.
  • Move to Beginning or End of Sentence: If you want to go to the beginning or end of a sentence, say "go to start of the sentence" or "go to the end of the sentence. This also works for navigating paragraphs and the start or end of a document.

Remember to speak clearly and avoid speaking too fast, as it can mess with your writing flow as the software tries to catch up your pace (When talking fast, we experienced some input lag until we slowed down a bit).

Stop dictating by say, "stop dictating." To turn it back on---or if it cuts out unexpectedly---click the microphone on the dictation bar to re-enable it:

Dictation will allow you to use your voice to write things faster and easier than if you were typing them, and it's pretty fun too.

Dictation software is ideal for a number of uses, but there you may decide to disable it at some point. If you accidentally enable dictation or simply no longer wish to use it, disabling it is fairly straightforward. All you need to do is hit Windows+h again to toggle it off.

If you want to shut off speech recognition entirely, so you don't accidentally start dictation, disable it by using Windows+Ctrl+s. This will completely disable speech recognition.

Alternatively, head back to Windows Settings. Click "Ease of Access" again, find "Speech," and flip the switch beneath the words "Turn on Speech Recognition" to the "off" position.

Remember, you can always turn speech recognition back on and use the dictation feature any time with Windows+H. Happy writing!

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How to set up speech-to-text in Windows 10

Are you ready to start dictating your documents and text using just your voice? Instead of offering separated dictation or speech-to-text capabilities, Windows 10 conveniently groups its voice commands under Speech Recognition , which interprets the spoken word across the operating system for various tasks. We’ll teach you how to get everything ready, as well as how to enable speech-to-text in Windows 10, so you can start chatting away to your favorite OS and improve Windows’ “ear” for your voice.

Finding a mic

Setting up speech recognition, training your computer and more, related guides.

  • How to use Windows 10
  • Best dictation software

Note: Speech recognition is only currently available in English, French, Italian, Spanish, German, Japanese, Portuguese, Simplified Chinese, and Traditional Chinese.

Before you start, you must be sure that you have the correct hardware for speech-to-text options. It’s easy to overlook this step as we assume that all devices come with built-in mics these days.

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However, the issue here is quality. Built-in mics can work well for simple tasks, like Skype conversations or voice commands, but they can also cause distortion, especially with speech-to-text options. In the past, Microsoft has warned that its speech-recognition features are best suited for headset microphones that interpret sounds with greater clarity and are less susceptible to ambient noise. If you really want to use speech recognition on Windows 10, you should get a quality headset that works well with your computer.

If you’re going to invest in hardware, you should do it as soon as possible. Once you train the speech features, it can be difficult to switch devices. Should you decide to buy a mic, follow these steps to make sure Windows knows that you want it to be your primary microphone, even over previous mics:

Step 1: In the Windows search box, type “speech.” Doing so will bring up an option to go to Speech Recognition in the Control Panel. Select this. When the window opens, select Set Up Microphone to begin.

Step 2: Now, choose whether you are using a headset mic or a desktop mic and select Next . Windows will give you some tips on mic placement, then ask you to read a sentence. Read the sentence into your mic, and select Next (there’s no grade or test to pass).

Step 3: If everything worked well, your mic should now be set up. Select Finish to complete the task.

With your mic ready, it’s time to start configuring your various speech-recognition capabilities. In Windows 10, this is a more seamless process than it has been in the past. These steps and tutorials will affect an array of Windows programs, but you may also want to make sure dictation is enabled in any writing apps that you prefer to use. Begin with the steps below.

Step 1: In the Windows 10 search box, type “speech,” and select Windows Speech Recognition in the results.

Step 2: Select Start Speech Recognition to begin. If Windows 10 still doesn’t recognize your mic, it will have you go through the mic setup steps again at this point, then begin the speech recognition setup.

Step 3: One of the choices in the setup process is whether to enable D ocument Review or not. This option tells Windows to look at your emails and documents in your search index and look at the words you frequently use. It can help with the recognition software, but it isn’t a necessary step, so choose what you feel comfortable with.

Step 4: Now decide whether you want speech-to-text to be activated with a keyboard or vocal command and click Next . Use the reference sheet to familiarize yourself with commands you can make and continue through the other preferences. While Windows offers to print out the commands for you, you can easily access them on Microsoft’s website by going here .

Step 5: Windows will also ask if you want to start speech recognition every time you start the computer. If you are using speech recognition for accessibility reasons, this may be an excellent mode to enable.

You should now be ready to go. You can enable or disable speech to text by pressing the Ctrl + Windows keys at any time.

You’re all set at this point to use speech-to-text with a variety of files within Windows Docs. But first, you might want to take the time to fine-tune Windows’ voice-recognition capabilities. With a little training, Microsoft’s latest software can learn your voice and process it to text with greater accuracy.

Step 1: Go to the Ease of Access menu. Click on Speech Recognition .

Step 2: Select Train Your Computer to Better Understand You .

Step 3: Windows will have you read out extended sequences of text, which will help it learn the particular quirks of your voice and intonation, allowing it to understand your voice better.

Near the bottom of the speech-recognition menu is the Speech Reference Card, which is a helpful tool. It provides a cheat sheet on controlling software programs verbally, for those new to voice commands. You can access the cheats in either a small side screen or a print-out.

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The Best (Free) Speech-to-Text Software for Windows

Looking for the best free speech-to-text software on Windows? We compare speech recognition options from Dragon, Google, and Microsoft.

Looking for the best free speech to text software on Windows?

The best speech-to-text software is Dragon Naturally Speaking (DNS) but it comes at a price. But how does it compare to the best of the free programs, like Google Docs Voice Typing (GDVT) and Windows Speech Recognition (WSR)?

This article compares Dragon against Google Docs Voice Typing and Windows Speech Recognition for three typical uses:

  • Writing novels.
  •  Academic transcription.
  • Writing business documents like memos.

Comparing Speech Recognition Software: Dragon Vs. Google Vs Microsoft

We will look at the nuances between the three below, but here's an overview on their pros and cons which will help you quickly make a decision.

1. Dragon Speech Recognition

Dragon Naturally Speaking beats Microsoft's and Google's software in voice recognition.

DNS scores 10% better on average compared to both programs. But is Dragon Naturally Speaking worth the money?

It depends on what you're using it for. For seamless, high-accuracy writing that will require little proof-reading, DNS is the best speech-to-text software around.

2. Windows Speech Recognition

If you don't mind proofreading your documents, WSR is a great free speech-recognition software.

On the downside, it requires that you use a Windows computer. It's also only about 90% accurate, making it the least accurate out of all the voice recognition software tested in this article.

However, it's integrated into the Windows operating system, which means it can also control the computer itself, such as shutdown and sleep.

3. Google Docs Voice Typing

Google Docs Voice Typing is highly limited in how and where you use it. It only works in Google Docs, in the Chrome Browser, and with an internet connection.

But it offers several options on mobile devices. Android smartphones have the ability to transcribe your voice to text using the same speech-to-text engine that also works with Google Keep or Live Transcribe.

And while Dragon Naturally Speaking offers a mobile app, it's treated as a separate purchase from the desktop client.

Dragon and Microsoft work in any place you can enter text. However, WSR can execute control functions whereas Dragon is mostly limited to text input.

Download : Live Transcribe for Android (Free)

Speech-to-Text Testing Methods

In order to test the accuracy of the dictation with the tools, I read aloud three texts:

  • Charles Darwin's "On the Tendency of Species to Form Varieties"
  • H.P. Lovecraft's "Call of Cthulhu"
  • California Governor Jerry Brown's 2017 State of the State speech

When a speech-to-text software miscapitalized a word, I marked the text as blue in the right-column (see graphic below). When one of the software got a word wrong, the misspelled word was marked in red. I did not consider wrong capitalizations to be errors.

I used a Blue Yeti microphone which is the best microphone for podcasting  and a relatively fast computer. However, you don't need any special hardware. Any laptop or smartphone transcribes speech as well as a more expensive machine.

Test 1: Dragon Naturally Speaking Speech-to-Text Accuracy

Dragon scored 100% on accuracy on all three sample texts. While it failed to capitalize the first letter on every text, it otherwise performed beyond my expectations.

While all three transcription suites do a great job of accurately turning spoken words into written text, DNS comes out way ahead of its competitors. It even successfully understood complicated words such as "hitherto" and "therein".

Test 2: Google Docs Voice Typing Speech-to-Text Accuracy

Google Docs Voice Typing had many errors compared to Dragon. GDVT got 93.5% right on Lovecraft, 96.5% correc t for Brown, and 96.5% for Darwin. Its average accuracy came out to around 95.2% for all three texts.

On the downside, it automatically capitalized a lot of words that didn't need capitalization. It seems the engine also hasn't improved in accuracy since I last tested GDVT three years ago.

Test 3: Microsoft Windows Speech Recognition Text-to-Speech Accuracy

Microsoft's Windows Speech Recognition came in last. Its accuracy on Lovecraft was 84.3% , although it did not miscapitalize any words like GDVT. For Brown's speech, it got its highest accuracy rating of around 94.8% , making it equivalent to GDVT.

For Darwin's book, it managed to get a similarly high score of 93.1% . Its average accuracy across all texts came out to 89% .

Related: The Best Free Text-to-Speech Tools for Educators

Are Free Transcription Services Worth Using?

  • Dragon Naturally Speaking got a perfect 100% accuracy for voice transcription.
  • Microsoft's free voice-to-text service, Windows Speech Recognition scored an 89% accuracy.
  • Google Docs Voice Typing got a total score of 95.2% accuracy.

However, there are some major limitations to free text-to-speech options you should always keep in mind.

GDVT only works in the Chrome browser. On top of that, it only works for Google Docs. If you need to enter something in a spreadsheet or in a word processor other than Google Docs, you are out of luck.

Our test results indicate it is more accurate than WSR, but you have to keep in mind that it only works in Chrome for Google Docs. And you will always need an internet connection.

WSR can make you more productive with its hands-off computer automation features. Plus, it can enter text. Its accuracy is the weakest out of the services that I tested.

That said, you can live with its misses if you are not a heavy transcriber. It's on par with Google Docs Voice Typing but limited to Windows.

For most users, the free options should be good enough. However, for all those who need high levels of transcription accuracy, Dragon Naturally Speaking is the best option around. As an occasional user, if you need a free service, Google Docs Voice Typing is a viable alternative.

These tools prove that your voice can make you more productive. Now, try out Google Voice Assistant  which is the best voice-control assistant you can use right now to manage everyday tasks.

Plus, be sure to check out these free online services to download text to speech as MP3 .

The best dictation software in 2024

These speech-to-text apps will save you time without sacrificing accuracy..

Best text dictation apps hero

The early days of dictation software were like your friend that mishears lyrics: lots of enthusiasm but little accuracy. Now, AI is out of Pandora's box, both in the news and in the apps we use, and dictation apps are getting better and better because of it. It's still not 100% perfect, but you'll definitely feel more in control when using your voice to type.

I took to the internet to find the best speech-to-text software out there right now, and after monologuing at length in front of dozens of dictation apps, these are my picks for the best.

The best dictation software

What is dictation software.

If this isn't what you're looking for, here's what else is out there:

AI assistants, such as Apple's Siri, Amazon's Alexa, and Microsoft's Cortana, can help you interact with each of these ecosystems to send texts, buy products, or schedule events on your calendar.

Transcription services that use a combination of dictation software, AI, and human proofreaders can achieve above 99% accuracy.

What makes a great dictation app?

How we evaluate and test apps.

Dictation software comes in different shapes and sizes. Some are integrated in products you already use. Others are separate apps that offer a range of extra features. While each can vary in look and feel, here's what I looked for to find the best:

High accuracy. Staying true to what you're saying is the most important feature here. The lowest score on this list is at 92% accuracy.

Ease of use. This isn't a high hurdle, as most options are basic enough that anyone can figure them out in seconds.

Availability of voice commands. These let you add "instructions" while you're dictating, such as adding punctuation, starting a new paragraph, or more complex commands like capitalizing all the words in a sentence.

Availability of the languages supported. Most of the picks here support a decent (or impressive) number of languages.

Versatility. I paid attention to how well the software could adapt to different circumstances, apps, and systems.

I tested these apps by reading a 200-word script containing numbers, compound words, and a few tricky terms. I read the script three times for each app: the accuracy scores are an average of all attempts. Finally, I used the voice commands to delete and format text and to control the app's features where available.

What about AI?

Also, since this isn't a hot AI software category, these apps may prefer to focus on their core offering and product quality instead, not ride the trendy wave by slapping "AI-powered" on every web page.

Tips for using voice recognition software

Though dictation software is pretty good at recognizing different voices, it's not perfect. Here are some tips to make it work as best as possible.

Speak naturally (with caveats). Dictation apps learn your voice and speech patterns over time. And if you're going to spend any time with them, you want to be comfortable. Speak naturally. If you're not getting 90% accuracy initially, try enunciating more.  

Punctuate. When you dictate, you have to say each period, comma, question mark, and so forth. The software isn't always smart enough to figure it out on its own.

Learn a few commands . Take the time to learn a few simple commands, such as "new line" to enter a line break. There are different commands for composing, editing, and operating your device. Commands may differ from app to app, so learn the ones that apply to the tool you choose.

Know your limits. Especially on mobile devices, some tools have a time limit for how long they can listen—sometimes for as little as 10 seconds. Glance at the screen from time to time to make sure you haven't blown past the mark. 

Practice. It takes time to adjust to voice recognition software, but it gets easier the more you practice. Some of the more sophisticated apps invite you to train by reading passages or doing other short drills. Don't shy away from tutorials, help menus, and on-screen cheat sheets.

The best dictation software at a glance

Best free dictation software for apple devices, .css-yjptlz-link{all:unset;box-sizing:border-box;-webkit-text-decoration:underline;text-decoration:underline;cursor:pointer;-webkit-transition:all 300ms ease-in-out;transition:all 300ms ease-in-out;outline-offset:1px;-webkit-text-fill-color:currentcolor;outline:1px solid transparent;}.css-yjptlz-link[data-color='ocean']{color:#3d4592;}.css-yjptlz-link[data-color='ocean']:hover{color:#2b2358;}.css-yjptlz-link[data-color='ocean']:focus{color:#3d4592;outline-color:#3d4592;}.css-yjptlz-link[data-color='white']{color:#fffdf9;}.css-yjptlz-link[data-color='white']:hover{color:#a8a5a0;}.css-yjptlz-link[data-color='white']:focus{color:#fffdf9;outline-color:#fffdf9;}.css-yjptlz-link[data-color='primary']{color:#3d4592;}.css-yjptlz-link[data-color='primary']:hover{color:#2b2358;}.css-yjptlz-link[data-color='primary']:focus{color:#3d4592;outline-color:#3d4592;}.css-yjptlz-link[data-color='secondary']{color:#fffdf9;}.css-yjptlz-link[data-color='secondary']:hover{color:#a8a5a0;}.css-yjptlz-link[data-color='secondary']:focus{color:#fffdf9;outline-color:#fffdf9;}.css-yjptlz-link[data-weight='inherit']{font-weight:inherit;}.css-yjptlz-link[data-weight='normal']{font-weight:400;}.css-yjptlz-link[data-weight='bold']{font-weight:700;} apple dictation (ios, ipados, macos).

The interface for Apple Dictation, our pick for the best free dictation app for Apple users

Look no further than your Mac, iPhone, or iPad for one of the best dictation tools. Apple's built-in dictation feature, powered by Siri (I wouldn't be surprised if the two merged one day), ships as part of Apple's desktop and mobile operating systems. On iOS devices, you use it by pressing the microphone icon on the stock keyboard. On your desktop, you turn it on by going to System Preferences > Keyboard > Dictation , and then use a keyboard shortcut to activate it in your app.

Apple Dictation price: Included with macOS, iOS, iPadOS, and Apple Watch.

Apple Dictation accuracy: 96%. I tested this on an iPhone SE 3rd Gen using the dictation feature on the keyboard.

Best free dictation software for Windows

Windows 11 speech recognition (windows).

The interface for Windows Speech Recognition, our pick for the best free dictation app for Windows

Windows 11 Speech Recognition (also known as Voice Typing) is a strong dictation tool, both for writing documents and controlling your Windows PC. Since it's part of your system, you can use it in any app you have installed.

To start, first, check that online speech recognition is on by going to Settings > Time and Language > Speech . To begin dictating, open an app, and on your keyboard, press the Windows logo key + H. A microphone icon and gray box will appear at the top of your screen. Make sure your cursor is in the space where you want to dictate.

When it's ready for your dictation, it will say Listening . You have about 10 seconds to start talking before the microphone turns off. If that happens, just click it again and wait for Listening to pop up. To stop the dictation, click the microphone icon again or say "stop talking."  

As I dictated into a Word document, the gray box reminded me to hang on, we need a moment to catch up . If you're speaking too fast, you'll also notice your transcribed words aren't keeping up. This never posed an issue with accuracy, but it's a nice reminder to keep it slow and steady. 

While you can use this tool anywhere inside your computer, if you're a Microsoft 365 subscriber, you'll be able to use the dictation features there too. The best app to use it on is, of course, Microsoft Word: it even offers file transcription, so you can upload a WAV or MP3 file and turn it into text. The engine is the same, provided by Microsoft Speech Services.

Windows 11 Speech Recognition price: Included with Windows 11. Also available as part of the Microsoft 365 subscription.

Windows 11 Speech Recognition accuracy: 95%. I tested it in Windows 11 while using Microsoft Word. 

Best customizable dictation software

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The interface for Dragon, our pick for the best customizable dictation software

In 1990, Dragon Dictate emerged as the first dictation software. Over three decades later, we have Dragon by Nuance, a leader in the industry and a distant cousin of that first iteration. With a variety of software packages and mobile apps for different use cases (e.g., legal, medical, law enforcement), Dragon can handle specialized industry vocabulary, and it comes with excellent features, such as the ability to transcribe text from an audio file you upload. 

For this test, I used Dragon Anywhere, Nuance's mobile app, as it's the only version—among otherwise expensive packages—available with a free trial. It includes lots of features not found in the others, like Words, which lets you add words that would be difficult to recognize and spell out. For example, in the script, the word "Litmus'" (with the possessive) gave every app trouble. To avoid this, I added it to Words, trained it a few times with my voice, and was then able to transcribe it accurately.

It also provides shortcuts. If you want to shorten your entire address to one word, go to Auto-Text , give it a name ("address"), and type in your address: 1000 Eichhorn St., Davenport, IA 52722, and hit Save . The next time you dictate and say "address," you'll get the entire thing. Press the comment bubble icon to see text commands while you're dictating, or say "What can I say?" and the command menu pops up. 

Once you complete a dictation, you can email, share (e.g., Google Drive, Dropbox), open in Word, or save to Evernote. You can perform these actions manually or by voice command (e.g., "save to Evernote.") Once you name it, it automatically saves in Documents for later review or sharing. 

Accuracy is good and improves with use, showing that you can definitely train your dragon. It's a great choice if you're serious about dictation and plan to use it every day, but may be a bit too much if you're just using it occasionally.

Dragon by Nuance price: $15/month for Dragon Anywhere (iOS and Android); from $200 to $500 for desktop packages

Dragon by Nuance accuracy: 97%. Tested it in the Dragon Anywhere iOS app.

Best free mobile dictation software

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The interface for Gboard, our pick for the best mobile dictation software

Back to the topic: it has an excellent dictation feature. To start, press the microphone icon on the top-right of the keyboard. An overlay appears on the screen, filling itself with the words you're saying. It's very quick and accurate, which will feel great for fast-talkers but probably intimidating for the more thoughtful among us. If you stop talking for a few seconds, the overlay disappears, and Gboard pastes what it heard into the app you're using. When this happens, tap the microphone icon again to continue talking.

Wherever you can open a keyboard while using your phone, you can have Gboard supporting you there. You can write emails or notes or use any other app with an input field.

The writer who handled the previous update of this list had been using Gboard for seven years, so it had plenty of training data to adapt to his particular enunciation, landing the accuracy at an amazing 98%. I haven't used it much before, so the best I had was 92% overall. It's still a great score. More than that, it's proof of how dictation apps improve the more you use them.

Gboard price : Free

Gboard accuracy: 92%. With training, it can go up to 98%. I tested it using the iOS app while writing a new email.

Best dictation software for typing in Google Docs

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The interface for Google Docs voice typing, our pick for the best dictation software for Google Docs

Just like Microsoft offers dictation in their Office products, Google does the same for their Workspace suite. The best place to use the voice typing feature is in Google Docs, but you can also dictate speaker notes in Google Slides as a way to prepare for your presentation.

To get started, make sure you're using Chrome and have a Google Docs file open. Go to Tools > Voice typing , and press the microphone icon to start. As you talk, the text will jitter into existence in the document.

You can change the language in the dropdown on top of the microphone icon. If you need help, hover over that icon, and click the ? on the bottom-right. That will show everything from turning on the mic, the voice commands for dictation, and moving around the document.

It's unclear whether Google's voice typing here is connected to the same engine in Gboard. I wasn't able to confirm whether the training data for the mobile keyboard and this tool are connected in any way. Still, the engines feel very similar and turned out the same accuracy at 92%. If you start using it more often, it may adapt to your particular enunciation and be more accurate in the long run.

Google Docs voice typing price : Free

Google Docs voice typing accuracy: 92%. Tested in a new Google Docs file in Chrome.

Best dictation software for collaboration

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Otter, our pick for the best dictation software for collaboration

It's not as robust in terms of dictation as others on the list, but it compensates with its versatility. It's a meeting assistant, first and foremost, ready to hop on your meetings and transcribe everything it hears. This is great to keep track of what's happening there, making the text available for sharing by generating a link or in the corresponding team workspace.

The reason why it's the best for collaboration is that others can highlight parts of the transcript and leave their comments. It also separates multiple speakers, in case you're recording a conversation, so that's an extra headache-saver if you use dictation software for interviewing people.

When you open the app and click the Record button on the top-right, you can use it as a traditional dictation app. It doesn't support voice commands, but it has decent intuition as to where the commas and periods should go based on the intonation and rhythm of your voice. Once you're done talking, Otter will start processing what you said, extract keywords, and generate action items and notes from the content of the transcription.

If you're going for long recording stretches where you talk about multiple topics, there's an AI chat option, where you can ask Otter questions about the transcript. This is great to summarize the entire talk, extract insights, and get a different angle on everything you said.

Otter price: Free plan available for 300 minutes / month. Pro plan starts at $16.99, adding more collaboration features and monthly minutes.

Otter accuracy: 93% accuracy. I tested it in the web app on my computer.

Otter supported languages: Only American and British English for now.

Is voice dictation for you?

Dictation software isn't for everyone. It will likely take practice learning to "write" out loud because it will feel unnatural. But once you get comfortable with it, you'll be able to write from anywhere on any device without the need for a keyboard. 

And by using any of the apps I listed here, you can feel confident that most of what you dictate will be accurately captured on the screen. 

Related reading:

This article was originally published in April 2016 and has also had contributions from Emily Esposito, Jill Duffy, and Chris Hawkins. The most recent update was in November 2023.

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Miguel Rebelo

Miguel Rebelo is a freelance writer based in London, UK. He loves technology, video games, and huge forests. Track him down at mirebelo.com.

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Type with your Voice in any language

Use the magic of speech recognition to write emails and documents in Google Chrome.

Dictation accurately transcribes your speech to text in real time. You can add paragraphs, punctuation marks, and even smileys using voice commands.

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Voice Dictation - Type with your Voice

Dictation can recognize and transcribe popular languages including English, Español, Français, Italiano, Português, हिन्दी, தமிழ், اُردُو, বাংলা, ગુજરાતી, ಕನ್ನಡ, and more. See full list of supported languages .

You can add new paragraphs, punctuation marks, smileys and other special characters using simple voice commands. For instance, say "New line" to move the cursor to the next list or say "Smiling Face" to insert :-) smiley. See list of supported voice commands .

Dictation uses Google Speech Recognition to transcribe your spoken words into text. It stores the converted text in your browser locally and no data is uploaded anywhere. Learn more .

Speech to Text

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System Requirements

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Voice Commands Dictation FAQ Contact Support

Speech to Text Converter

Descript instantly turns speech into text in real time. Just start recording and watch our AI speech recognition transcribe your voice—with 95% accuracy—into text that’s ready to edit or export.

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How to automatically convert speech to text with Descript

Create a project in Descript, select record, and choose your microphone input to start a recording session. Or upload a voice file to convert the audio to text.

As you speak into your mic, Descript’s speech-to-text software turns what you say into text in real time. Don’t worry about filler words or mistakes; Descript makes it easy to find and remove those from both the generated text and recorded audio.

Enter Correct mode (press the C key) to edit, apply formatting, highlight sections, and leave comments on your speech-to-text transcript. Filler words will be highlighted, which you can remove by right clicking to remove some or all instances. When ready, export your text as HTML, Markdown, Plain text, Word file, or Rich Text format.

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Speech to Text

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  • 3 Create a new project Drag your file into the box above, or click Select file and import it from your computer or wherever it lives.

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Expand Descript’s online voice recognition powers with an expandable transcription glossary to recognize hard-to-translate words like names and jargon.

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Record yourself talking and turn it into text, audio, and video that’s ready to edit in Descript’s timeline. You can format, search, highlight, and other actions you’d perform in a Google Doc, while taking advantage of features like  text-to-speec h, captions, and more.

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Go from speech to text in over 22 different languages, plus English. Transcribe audio in  French ,  Spanish , Italian, German and other languages from around the world. Finnish? Oh we’re just getting started.

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Yes, basic real-time speech to text conversion is included for free with most modern devices (Android, Mac, etc.) Descript also offers a 95% accurate text-to-speech converter for up to 1 hour per month for free.

Speech-to-text conversion works by using AI and large quantities of diverse training data to recognize the acoustic qualities of specific words, despite the different speech patterns and accents people have, to generate it as text.

Yes! Descript‘s AI-powered Overdub feature lets you not only turn speech to text but also generate human-sounding speech from a script in your choice of AI stock voices.

Descript supports speech-to-text conversion in Catalan, Finnish, Lithuanian, Slovak, Croatian, French (FR), Malay, Slovenian, Czech, German, Norwegian, Spanish (US), Danish, Hungarian, Polish, Swedish, Dutch, Italian, Portuguese (BR), Turkish.

Descript’s included AI transcription offers up to 95% accurate speech to text generation. We also offer a white glove pay-per-word transcription service and 99% accuracy. Expanding your transcription glossary makes the automatic transcription more accurate over time.

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Use voice recognition in Windows

On Windows 11 22H2 and later, Windows Speech Recognition (WSR) will be replaced by voice access starting in September 2024. Older versions of Windows will continue to have WSR available. To learn more about voice access, go to Use voice access to control your PC & author text with your voice .

Set up a microphone

Before you set up speech recognition, make sure you have a microphone set up.

Select  (Start) > Settings  >  Time & language > Speech .

The speech settings menu in Windows 11

The Speech wizard window opens, and the setup starts automatically. If the wizard detects issues with your microphone, they will be listed in the wizard dialog box. You can select options in the dialog box to specify an issue and help the wizard solve it.

Help your PC recognize your voice

You can teach Windows 11 to recognize your voice. Here's how to set it up:

Press Windows logo key+Ctrl+S. The Set up Speech Recognition wizard window opens with an introduction on the Welcome to Speech Recognition page.

Tip:  If you've already set up speech recognition, pressing Windows logo key+Ctrl+S opens speech recognition and you're ready to use it. If you want to retrain your computer to recognize your voice, press the Windows logo key, type Control Panel , and select Control Panel in the list of results. In Control Panel , select Ease of Access > Speech Recognition > Train your computer to better understand you .

Select Next . Follow the instructions on your screen to set up speech recognition. The wizard will guide you through the setup steps.

After the setup is complete, you can choose to take a tutorial to learn more about speech recognition. To take the tutorial, select Start Tutorial in the wizard window. To skip the tutorial, select Skip Tutorial . You can now start using speech recognition.

Windows Speech Recognition commands

Before you set up voice recognition, make sure you have a microphone set up.

Select the  Start    button, then select  Settings   >  Time & Language > Speech .

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You can teach Windows 10 to recognize your voice. Here's how to set it up:

In the search box on the taskbar, type Windows Speech Recognition , and then select Windows Speech Recognition  in the list of results.

If you don't see a dialog box that says "Welcome to Speech Recognition Voice Training," then in the search box on the taskbar, type Control Panel , and select Control Panel in the list of results. Then select Ease of Access > Speech Recognition > Train your computer to understand you better .

Follow the instructions to set up speech recognition.

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How to Use Windows Text to Speech Feature

Press Win+Ctrl+Enter to read text aloud with Narrator

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In This Article

Jump to a Section

  • What Is Narrator?
  • How to Enable Narrator
  • Keyboard Shortcuts
  • Frequently Asked Questions

What to Know

  • Press Win + Ctrl + Enter to start and stop Narrator from the keyboard.
  • Or, go to Settings > Ease of Access > Narrator . Toggle on/off Turn on Narrator .
  • Use keyboard shortcuts to navigate and read the screen.

This article explains how to use the Windows 10 text-to-speech feature.

Is There a Text-to-Speech Option in Windows 10?

The Windows 10 text-to-speech option is called Narrator . It's accessible through Ease of Access settings and a keyboard shortcut.

Narrator is a screen reader designed for the visually impaired, but anyone can use it to give their eyes a rest. With the text-to-speech features, you can navigate apps and web pages. For instance, it can read entire web pages, spreadsheet tables, and describe formatting attributes like font types and font colors to help you work with any content. 

Here are some of the key features of Narrator:

  • Change the voice and install other text-to-speech voices.
  • Personalize the speaking rate, pitch, and volume of the voice.
  • Use Narrator's scan mode to navigate apps and web pages faster with keyboard shortcuts and arrow keys.

How Do I Turn on Text-to-Speech on My Computer?

Narrator is switched off by default. The easiest way to trigger it is to press Win + Ctrl + Enter , but it's also accessible through Settings:

Select the Start button and choose Settings .

Go to Settings > Ease of Access > Narrator . 

Enable Narrator by toggling the button to the On position. 

You can quickly jump to the Narrator settings by pressing Win + Ctrl + N .

A Narrator dialog box will appear on the screen explaining keyboard layout changes. The blue border around the text highlights the parts read by Narrator. 

Select OK to stop the message narration and exit the dialog. Also, check the box next to Don’t show again if you don’t want the box to appear every time Narrator starts.

A welcome screen will appear when you start using Narrator for the first time. From here, you can learn how to use the screen reader and find related learning resources like the comprehensive Narrator guide available online. 

How Do I Use Text-to-Speech in Windows?

Different keyboard shortcuts are associated with navigating everything on the screen with Narrator.

The keyboard shortcuts use the Narrator modifier key, which, by default, is the Caps lock key or the Insert key. You can choose another modifier key in Narrator Settings, but no matter what you choose, you want to press-and-hold the modifier key while also pressing the other keys mentioned below.

Control Voice Playback

Here are some important Narrator shortcut keys that involve voice playback:

  • Narrator + Ctrl + + to increase text-to-speech volume.
  • Narrator + Ctrl + - to decrease text-to-speech volume.
  • Narrator + + or Narrator + - to speed up or slow down voice playback.

Narrator can read any text on the screen. Navigate across the content with the arrow keys or use Scan Mode for more precise control over what you want to read. 

Use the Narrator modifier key with the correct shortcut to read text by page, paragraph, line, sentence, word, or character.

  • Read the current page: Narrator + Ctrl + I
  • Read from the current location: Narrator + Tab
  • Read the current paragraph: Narrator + Ctrl + K
  • Read the current line: Narrator + I
  • Read the current sentence: Narrator + Ctrl + Comma
  • Read the current word: Narrator + K
  • Read the current character: Narrator + Comma
  • Stop reading: Ctrl
  • Navigate out of the content: Tab

Basic Navigation

With Tab and the arrow keys, you can jump between interactive controls like buttons, checkboxes, and links.

  • To open a hyperlink on a web page, go to it with the tab and arrow keys. Then, press Enter to open the page.
  • To find out more about a link, press Narrator + Ctrl + D and Narrator can tell you the page title behind the link.
  • To find out more about an image, press Narrator + Ctrl + D and Narrator will read a description of the image.

Advanced Navigation With Scan Mode

Scan Mode in Narrator will help you work through page content like paragraphs using just the Up and Down Arrow keys. Turn it on or off with Caps Lock + Space and then use keyboard commands like H to jump forward through headings, B for buttons, or D for landmarks.

There are many Scan Mode commands. Refer to the Microsoft Support's Narrator Guide to learn more about them.

Narrator has an exhaustive list of commands to help navigate a screen with the help of sound and shortcuts. Remember these two keyboard shortcuts

  • Narrator + F1 : Display the entire commands list.
  • Narrator + F2 : Display commands for the current item.

Microsoft Support's Chapter 2: Narrator basics online guide explains the fundamentals of navigating a screen or a web page with Narrator. The complete online guide is a vital resource to learn how to use text-to-speech in Windows.

Select Settings > Ease of Access > Narrator > and move the toggle to the left (off position) under Turn on Narrator . Alternatively, use the Win+Ctrl+Enter keyboard combination.

If you want to dictate text instead of typing,  turn on Windows Speech Recognition ; go to  Settings  >  Time & Language  >  Speech  >  Microphone  >  Get Started . Say, "Start listening," or press Win+H to bring up the dictation toolbar. For help using voice recognition for dictation, browse this list of  standard Windows Speech Recognition commands .

Try online text-to-audio file converters such as  VirtualSpeech  to create an MP3 file from a block of text. The Microsoft Store offers similar apps such as Any Text to Voice and Convert Text to Audio.

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Best text-to-speech software of 2024

Boosting accessibility and productivity

  • Best overall
  • Best realism
  • Best for developers
  • Best for podcasting
  • How we test

The best text-to-speech software makes it simple and easy to convert text to voice for accessibility or for productivity applications.

Woman on a Mac and using earbuds

1. Best overall 2. Best realism 3. Best for developers 4. Best for podcasting 5. Best for developers 6. FAQs 7. How we test

Finding the best text-to-speech software is key for anyone looking to transform written text into spoken words, whether for accessibility purposes, productivity enhancement, or creative applications like voice-overs in videos. 

Text-to-speech (TTS) technology relies on sophisticated algorithms to model natural language to bring written words to life, making it easier to catch typos or nuances in written content when it's read aloud. So, unlike the best speech-to-text apps and best dictation software , which focus on converting spoken words into text, TTS software specializes in the reverse process: turning text documents into audio. This technology is not only efficient but also comes with a variety of tools and features. For those creating content for platforms like YouTube , the ability to download audio files is a particularly valuable feature of the best text-to-speech software.

While some standard office programs like Microsoft Word and Google Docs offer basic TTS tools, they often lack the comprehensive functionalities found in dedicated TTS software. These basic tools may provide decent accuracy and basic options like different accents and languages, but they fall short in delivering the full spectrum of capabilities available in specialized TTS software.

To help you find the best text-to-speech software for your specific needs, TechRadar Pro has rigorously tested various software options, evaluating them based on user experience, performance, output quality, and pricing. This includes examining the best free text-to-speech software as well, since many free options are perfect for most users. We've brought together our picks below to help you choose the most suitable tool for your specific needs, whether for personal use, professional projects, or accessibility requirements.

The best text-to-speech software of 2024 in full:

Why you can trust TechRadar We spend hours testing every product or service we review, so you can be sure you’re buying the best. Find out more about how we test.

Below you'll find full write-ups for each of the entries on our best text-to-speech software list. We've tested each one extensively, so you can be sure that our recommendations can be trusted.

The best text-to-speech software overall

NaturalReader website screenshot

1. NaturalReader

Our expert review:

Reasons to buy

Reasons to avoid.

If you’re looking for a cloud-based speech synthesis application, you should definitely check out NaturalReader. Aimed more at personal use, the solution allows you to convert written text such as Word and PDF documents, ebooks and web pages into human-like speech.  

Because the software is underpinned by cloud technology, you’re able to access it from wherever you go via a smartphone, tablet or computer. And just like Capti Voice, you can upload documents from cloud storage lockers such as Google Drive, Dropbox and OneDrive.  

Currently, you can access 56 natural-sounding voices in nine different languages, including American English, British English, French, Spanish, German, Swedish, Italian, Portuguese and Dutch. The software supports PDF, TXT, DOC(X), ODT, PNG, JPG, plus non-DRM EPUB files and much more, along with MP3 audio streams. 

There are three different products: online, software, and commercial. Both the online and software products have a free tier.

Read our full NaturalReader review .

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The best text-to-speech software for realistic voices

Murf website screenshot

Specializing in voice synthesis technology, Murf uses AI to generate realistic voiceovers for a range of uses, from e-learning to corporate presentations. 

Murf comes with a comprehensive suite of AI tools that are easy to use and straightforward to locate and access. There's even a Voice Changer feature that allows you to record something before it is transformed into an AI-generated voice- perfect if you don't think you have the right tone or accent for a piece of audio content but would rather not enlist the help of a voice actor. Other features include Voice Editing, Time Syncing, and a Grammar Assistant.

The solution comes with three pricing plans to choose from: Basic, Pro and Enterprise. The latter of these options may be pricey but some with added collaboration and account management features that larger companies may need access to. The Basic plan starts at around $19 / £17 / AU$28 per month but if you set up a yearly plan that will drop to around $13 / £12 / AU$20 per month. You can also try the service out for free for up to 10 minutes, without downloads.

The best text-to-speech software for developers

Amazon Polly website screenshot

3. Amazon Polly

Alexa isn’t the only artificial intelligence tool created by tech giant Amazon as it also offers an intelligent text-to-speech system called Amazon Polly. Employing advanced deep learning techniques, the software turns text into lifelike speech. Developers can use the software to create speech-enabled products and apps. 

It sports an API that lets you easily integrate speech synthesis capabilities into ebooks, articles and other media. What’s great is that Polly is so easy to use. To get text converted into speech, you just have to send it through the API, and it’ll send an audio stream straight back to your application. 

You can also store audio streams as MP3, Vorbis and PCM file formats, and there’s support for a range of international languages and dialects. These include British English, American English, Australian English, French, German, Italian, Spanish, Dutch, Danish and Russian. 

Polly is available as an API on its own, as well as a feature of the AWS Management Console and command-line interface. In terms of pricing, you’re charged based on the number of text characters you convert into speech. This is charged at approximately $16 per1 million characters , but there is a free tier for the first year.

The best text-to-speech software for podcasting

Play.ht website screenshot

In terms of its library of voice options, it's hard to beat Play.ht as one of the best text-to-speech software tools. With almost 600 AI-generated voices available in over 60 languages, it's likely you'll be able to find a voice to suit your needs. 

Although the platform isn't the easiest to use, there is a detailed video tutorial to help users if they encounter any difficulties. All the usual features are available, including Voice Generation and Audio Analytics. 

In terms of pricing, Play.ht comes with four plans: Personal, Professional, Growth, and Business. These range widely in price, but it depends if you need things like commercial rights and affects the number of words you can generate each month. 

The best text-to-speech software for Mac and iOS

Voice Dream Reader website screenshot

5. Voice Dream Reader

There are also plenty of great text-to-speech applications available for mobile devices, and Voice Dream Reader is an excellent example. It can convert documents, web articles and ebooks into natural-sounding speech. 

The app comes with 186 built-in voices across 30 languages, including English, Arabic, Bulgarian, Catalan, Croatian, Czech, Danish, Dutch, Finnish, French, German, Greek, Hebrew, Hungarian, Italian, Japanese and Korean. 

You can get the software to read a list of articles while you drive, work or exercise, and there are auto-scrolling, full-screen and distraction-free modes to help you focus. Voice Dream Reader can be used with cloud solutions like Dropbox, Google Drive, iCloud Drive, Pocket, Instapaper and Evernote. 

The best text-to-speech software: FAQs

What is the best text-to-speech software for youtube.

If you're looking for the best text-to-speech software for YouTube videos or other social media platforms, you need a tool that lets you extract the audio file once your text document has been processed. Thankfully, that's most of them. So, the real trick is to select a TTS app that features a bountiful choice of natural-sounding voices that match the personality of your channel. 

What’s the difference between web TTS services and TTS software?

Web TTS services are hosted on a company or developer website. You’ll only be able to access the service if the service remains available at the whim of a provider or isn’t facing an outage.

TTS software refers to downloadable desktop applications that typically won’t rely on connection to a server, meaning that so long as you preserve the installer, you should be able to use the software long after it stops being provided. 

Do I need a text-to-speech subscription?

Subscriptions are by far the most common pricing model for top text-to-speech software. By offering subscription models for, companies and developers benefit from a more sustainable revenue stream than they do from simply offering a one-time purchase model. Subscription models are also attractive to text-to-speech software providers as they tend to be more effective at defeating piracy.

Free software options are very rarely absolutely free. In some cases, individual voices may be priced and sold individually once the application has been installed or an account has been created on the web service.

How can I incorporate text-to-speech as part of my business tech stack?

Some of the text-to-speech software that we’ve chosen come with business plans, offering features such as additional usage allowances and the ability to have a shared workspace for documents. Other than that, services such as Amazon Polly are available as an API for more direct integration with business workflows.

Small businesses may find consumer-level subscription plans for text-to-speech software to be adequate, but it’s worth mentioning that only business plans usually come with the universal right to use any files or audio created for commercial use.

How to choose the best text-to-speech software

When deciding which text-to-speech software is best for you, it depends on a number of factors and preferences. For example, whether you’re happy to join the ecosystem of big companies like Amazon in exchange for quality assurance, if you prefer realistic voices, and how much budget you’re playing with. It’s worth noting that the paid services we recommend, while reliable, are often subscription services, with software hosted via websites, rather than one-time purchase desktop apps. 

Also, remember that the latest versions of Microsoft Word and Google Docs feature basic text-to-speech as standard, as well as most popular browsers. So, if you have access to that software and all you’re looking for is a quick fix, that may suit your needs well enough. 

How we test the best text-to-speech software

We test for various use cases, including suitability for use with accessibility issues, such as visual impairment, and for multi-tasking. Both of these require easy access and near instantaneous processing. Where possible, we look for integration across the entirety of an operating system , and for fair usage allowances across free and paid subscription models.

At a minimum, we expect an intuitive interface and intuitive software. We like bells and whistles such as realistic voices, but we also appreciate that there is a place for products that simply get the job done. Here, the question that we ask can be as simple as “does this piece of software do what it's expected to do when asked?”

Read more on how we test, rate, and review products on TechRadar .

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How do I access my Speechify Library on the PC, desktop and laptop?

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Featured In

Table of contents, learn how to access your files saved in your library on the speechify mobile app, on your computer.

Learn how to access your files saved in your library on the Speechify mobile app, on your computerSpeechify now supports accessing all your saved Web articles,...

Speechify now supports accessing all your saved Web articles, PDF files, Google documents on the web app and our Chrome extension! 💃 🎊

Here's how you can access your Speechify Library, on your PC:

  • Go to app.speechify.com, preferably on a chromium browser for best results.
  • Make sure you are signed in with the same email address as on the mobile app
  • After signing in, click on the ' My Library ' at the left hand side of the page

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Another way to access your Library would be via the Speechify Player by clicking Settings or the gear icon ⚙️ in the widget. Select Open web app and it will lead you to where you'll find ' My Library'.

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Cliff Weitzman

Cliff Weitzman

Cliff Weitzman is a dyslexia advocate and the CEO and founder of Speechify, the #1 text-to-speech app in the world, totaling over 100,000 5-star reviews and ranking first place in the App Store for the News & Magazines category. In 2017, Weitzman was named to the Forbes 30 under 30 list for his work making the internet more accessible to people with learning disabilities. Cliff Weitzman has been featured in EdSurge, Inc., PC Mag, Entrepreneur, Mashable, among other leading outlets.

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  • 13 May 2024

Brain-reading device is best yet at decoding ‘internal speech’

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Scientists have developed brain implants that can decode internal speech — identifying words that two people spoke in their minds without moving their lips or making a sound.

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doi: https://doi.org/10.1038/d41586-024-01424-7

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Until the 1960s, it was uncertain whether whales made any sounds at all..

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Ever since the discovery of whale songs almost 60 years ago, scientists have been trying to decipher the lyrics.

But sperm whales don’t produce the eerie melodies sung by humpback whales, sounds that became a sensation in the 1960s. Instead, sperm whales rattle off clicks that sound like a cross between Morse code and a creaking door. Carl Zimmer, a science reporter, explains why it’s possible that the whales are communicating in a complex language.

On today’s episode

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Carl Zimmer , a science reporter for The New York Times who also writes the Origins column .

A diver, who appears minuscule, swims between a large sperm whale and her cub in blue waters.

Background reading

Scientists find an “alphabet” in whale songs.

These whales still use their vocal cords. But how?

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We aim to make transcripts available the next workday after an episode’s publication. You can find them at the top of the page.

The Daily is made by Rachel Quester, Lynsea Garrison, Clare Toeniskoetter, Paige Cowett, Michael Simon Johnson, Brad Fisher, Chris Wood, Jessica Cheung, Stella Tan, Alexandra Leigh Young, Lisa Chow, Eric Krupke, Marc Georges, Luke Vander Ploeg, M.J. Davis Lin, Dan Powell, Sydney Harper, Mike Benoist, Liz O. Baylen, Asthaa Chaturvedi, Rachelle Bonja, Diana Nguyen, Marion Lozano, Corey Schreppel, Rob Szypko, Elisheba Ittoop, Mooj Zadie, Patricia Willens, Rowan Niemisto, Jody Becker, Rikki Novetsky, John Ketchum, Nina Feldman, Will Reid, Carlos Prieto, Ben Calhoun, Susan Lee, Lexie Diao, Mary Wilson, Alex Stern, Dan Farrell, Sophia Lanman, Shannon Lin, Diane Wong, Devon Taylor, Alyssa Moxley, Summer Thomad, Olivia Natt, Daniel Ramirez and Brendan Klinkenberg.

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Carl Zimmer covers news about science for The Times and writes the Origins column . More about Carl Zimmer

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The multimodal model architecture of SpeechVerse comprises an audio encoder, a convolution downsampling module, and an LLM. The audio encoder extracts semantic features from audio using a pre-trained model, generating a unified representation. The downsampling module adjusts the audio features for compatibility with LLM token sequences. The LLM processes text and audio input, combining downsampled audio features with token embeddings. Curriculum learning with parameter-efficient finetuning optimizes training, freezing pre-trained components to efficiently handle diverse speech tasks.

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The evaluation of end-to-end trained joint speech and language models (E2E-SLM) using the SpeechVerse framework covers 11 tasks spanning various domains and datasets. ASR benchmarks reveal the efficacy of SpeechVerse’s core speech understanding, with task-specific pre-trained ASR models showing promising results. For SLU tasks, end-to-end trained models outperform cascaded pipelines in most cases, demonstrating the effectiveness of SpeechVerse. SpeechVerse models also exhibit competitive or superior performance compared to state-of-the-art models across diverse tasks like ASR, ST, IC, SF, and ER.

speech text for pc

To recapitulate, SpeechVerse is introduced by Amazon researchers,  a multimodal framework enabling LLMs to execute diverse speech processing tasks through natural language instructions. Utilizing supervised instruction finetuning and combining representations from pre-trained speech and text models, SpeechVerse exhibits strong zero-shot generalization on unseen tasks. Comparative analysis against conventional baselines underscores SpeechVerse’s superior performance on 9 out of 11 tasks, showcasing its robust instruction-following capability. The model demonstrates resilience across out-of-domain datasets, unseen prompts, and novel tasks, highlighting the effectiveness of the proposed training approach in fostering generalizability.

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speech text for pc

Mohammad Asjad

Asjad is an intern consultant at Marktechpost. He is persuing B.Tech in mechanical engineering at the Indian Institute of Technology, Kharagpur. Asjad is a Machine learning and deep learning enthusiast who is always researching the applications of machine learning in healthcare.

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Computer Science > Computation and Language

Title: vihatet5: enhancing hate speech detection in vietnamese with a unified text-to-text transformer model.

Abstract: Recent advancements in hate speech detection (HSD) in Vietnamese have made significant progress, primarily attributed to the emergence of transformer-based pre-trained language models, particularly those built on the BERT architecture. However, the necessity for specialized fine-tuned models has resulted in the complexity and fragmentation of developing a multitasking HSD system. Moreover, most current methodologies focus on fine-tuning general pre-trained models, primarily trained on formal textual datasets like Wikipedia, which may not accurately capture human behavior on online platforms. In this research, we introduce ViHateT5, a T5-based model pre-trained on our proposed large-scale domain-specific dataset named VOZ-HSD. By harnessing the power of a text-to-text architecture, ViHateT5 can tackle multiple tasks using a unified model and achieve state-of-the-art performance across all standard HSD benchmarks in Vietnamese. Our experiments also underscore the significance of label distribution in pre-training data on model efficacy. We provide our experimental materials for research purposes, including the VOZ-HSD dataset, pre-trained checkpoint, the unified HSD-multitask ViHateT5 model, and related source code on GitHub publicly.

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IMAGES

  1. How to Setup & Enable Windows 11 Text-To-Speech Voice Typing

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  2. best text to speech software

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  3. 5 Best Text To Speech Software of 2023 for Audio Voiceovers

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VIDEO

  1. Speech To Text Typing in Windows PC #shorts

  2. [자작] speech recognition voice to text PC에서 음성인식 텍스트로 타이핑하기

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  4. Installing New Languages

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COMMENTS

  1. Use voice typing to talk instead of type on your PC

    Use voice typing to talk instead of type on your PC. Windows 11 Windows 10. Windows 11 Windows 10. With voice typing, you can enter text on your PC by speaking. Voice typing uses online speech recognition, which is powered by Azure Speech services.

  2. The Best Speech-to-Text Apps and Tools for Every Type of User

    Dragon Professional. Dragon is one of the most sophisticated speech-to-text tools. You use it not only to type using your voice but also to operate your computer with voice control. Dragon ...

  3. Free Speech to Text Online, Voice Typing & Transcription

    Speechnotes is a reliable and secure web-based speech-to-text tool that enables you to quickly and accurately transcribe your audio and video recordings, as well as dictate your notes instead of typing, saving you time and effort. With features like voice commands for punctuation and formatting, automatic capitalization, and easy import/export ...

  4. SpeechTexter

    SpeechTexter is a free multilingual speech-to-text application aimed at assisting you with transcription of notes, documents, books, reports or blog posts by using your voice. This app also features a customizable voice commands list, allowing users to add punctuation marks, frequently used phrases, and some app actions (undo, redo, make a new ...

  5. Get the Most out of Voice Typing

    Select the microphone icon. Wait for the Listening alert before you start speaking. Once it's listening, you should see your spoken words turn into text on the screen almost instantly. When you're ready to stop voice typing, say "Stop listening" or select the microphone button in the menu.

  6. Free Speech To Text Software, Free Voice Recognition Software, Free

    Just click or press Ctrl+D to instantly start typing with your voice anywhere on your Windows Desktop or Laptop. Dictate, emails, documents, web searches… anything! Powered by Google's 99.5% accurate Chrome speech to text service.

  7. How to Use Speech-to-Text on Windows to Dictate Text

    Open the app or window you want to dictate into. 2. Press Win + H. This keyboard shortcut opens the speech recognition control at the top of the screen. 3. Now just start speaking normally, and ...

  8. Cloud Computing Services

    Cloud Computing Services | Google Cloud

  9. The best speech-to-text software for 2022

    Dragon Anywhere. Amazon Transcribe. Braina Pro. Google Docs Voice Typing. The good news is that the best speech-to-text software doesn't have to cost an arm and a leg — or anything at all ...

  10. How to Type With Your Voice in Windows 10

    Begin by opening Windows Settings. To do so, open your Start menu and click the gear icon. You can also get there by pressing Windows+i on your keyboard. In Settings, click "Ease of Access." On the left pane, scroll down and click "Speech" in the sidebar. Under Speech settings, click the switch located below "Turn on Speech Recognition."

  11. How to Set Up Speech-to-Text in Windows 10

    Step 1: Go to the Ease of Access menu. Click on Speech Recognition. Step 2: Select Train Your Computer to Better Understand You. Step 3: Windows will have you read out extended sequences of text ...

  12. Best speech-to-text app of 2024

    Voice Notes is a simple app that aims to convert speech to text for making notes. This is refreshing, as it mixes Google's speech recognition technology with a simple note-taking app, so there are ...

  13. The Best (Free) Speech-to-Text Software for Windows

    For seamless, high-accuracy writing that will require little proof-reading, DNS is the best speech-to-text software around. 2. Windows Speech Recognition. If you don't mind proofreading your documents, WSR is a great free speech-recognition software. On the downside, it requires that you use a Windows computer.

  14. The best dictation and speech-to-text software in 2024

    The best dictation software. Apple Dictation for free dictation software on Apple devices. Windows 11 Speech Recognition for free dictation software on Windows. Dragon by Nuance for a customizable dictation app. Google Docs voice typing for dictating in Google Docs. Gboard for a free mobile dictation app.

  15. Voice Dictation

    Dictation uses Google Speech Recognition to transcribe your spoken words into text. It stores the converted text in your browser locally and no data is uploaded anywhere. Learn more. Dictation is a free online speech recognition software that will help you write emails, documents and essays using your voice narration and without typing.

  16. Free Speech to Text Converter

    Edit and export your text. Enter Correct mode (press the C key) to edit, apply formatting, highlight sections, and leave comments on your speech-to-text transcript. Filler words will be highlighted, which you can remove by right clicking to remove some or all instances. When ready, export your text as HTML, Markdown, Plain text, Word file, or ...

  17. Best free text-to-speech software of 2024

    The best free text-to-speech software makes it simple and easy to improve accessibility and productivity in your workflows. Best free text-to-speech software of 2024: Quick Menu. (Image credit: 3M ...

  18. Speak Up: How to Use Speech Recognition and Dictate Text in Windows

    Click the Advanced speech options link to tweak the Speech Recognition and text-to-speech features. If you right-click on the microphone button on the Speech Recognition panel at the top of the ...

  19. Free Text to Speech Online with Realistic AI Voices

    Text to speech (TTS) is a technology that converts text into spoken audio. It can read aloud PDFs, websites, and books using natural AI voices. Text-to-speech (TTS) technology can be helpful for anyone who needs to access written content in an auditory format, and it can provide a more inclusive and accessible way of communication for many ...

  20. Use voice recognition in Windows

    Help your PC recognize your voice. You can teach Windows 11 to recognize your voice. Here's how to set it up: Press Windows logo key+Ctrl+S. The Set up Speech Recognition wizard window opens with an introduction on the Welcome to Speech Recognition page. Tip: If you've already set up speech recognition, pressing Windows logo key+Ctrl+S opens ...

  21. How to Use Windows Text to Speech Feature

    Press Win + Ctrl + Enter to start and stop Narrator from the keyboard. Or, go to Settings > Ease of Access > Narrator. Toggle on/off Turn on Narrator. Use keyboard shortcuts to navigate and read the screen. This article explains how to use the Windows 10 text-to-speech feature.

  22. Best text-to-speech software of 2024

    FAQs. How we test. The best text-to-speech software makes it simple and easy to convert text to voice for accessibility or for productivity applications. Best text-to-speech software: Quick menu ...

  23. How do I access my Speechify Library on the PC, desktop and laptop?

    Cliff Weitzman is a dyslexia advocate and the CEO and founder of Speechify, the #1 text-to-speech app in the world, totaling over 100,000 5-star reviews and ranking first place in the App Store for the News & Magazines category. ... PC Mag, Entrepreneur, Mashable, among other leading outlets. By Cliff Weitzman. Dyslexia & Accessibility Advocate ...

  24. The Best Text-to-Speech Apps and Tools for Every Type of User

    TTSMaker. Visit Site at TTSMaker. See It. The free app TTSMaker is the best text-to-speech app I can find for running in a browser. Just copy your text and paste it into the box, fill out the ...

  25. SpeechLab

    SpeechLab - Text to Speech TTS is the most advanced, simple and small app that revolutionizes the way people read! It is the best text reader that allows users to read aloud text with amazing voices. SpeechLab helps to convert text and text files into speech and save them as audio files.

  26. Brain-reading device is best yet at decoding 'internal speech'

    Similar brain-computer interface (BCI) devices, which translate signals in the brain into text, have reached speeds of 62-78 words per minute for some people. But these technologies were ...

  27. Microsoft May 2024 events

    Microsoft Chairman and CEO Satya Nadella on stage May 21 at Microsoft Build 2024 in Redmond, Washington. (Photo by Dan DeLong for Microsoft)

  28. Whales Have an Alphabet

    Ever since the discovery of whale songs almost 60 years ago, scientists have been trying to decipher the lyrics. But sperm whales don't produce the eerie melodies sung by humpback whales, sounds ...

  29. SpeechVerse: A Multimodal AI Framework that Enables LLMs to Follow

    Large language models (LLMs) have excelled in natural language tasks and instruction following, yet they struggle with non-textual data like images and audio. Incorporating speech comprehension could vastly improve human-computer interaction. Current methods rely on automated speech recognition (ASR) followed by LLM processing, missing non-textual cues. A promising approach integrates textual ...

  30. [2405.14141] ViHateT5: Enhancing Hate Speech Detection in Vietnamese

    Recent advancements in hate speech detection (HSD) in Vietnamese have made significant progress, primarily attributed to the emergence of transformer-based pre-trained language models, particularly those built on the BERT architecture. However, the necessity for specialized fine-tuned models has resulted in the complexity and fragmentation of developing a multitasking HSD system. Moreover ...