Windows 11, version 23H2
March 26, 2024—kb5035942 (os builds 22621.3374 and 22631.3374) preview.
- March 12, 2024—KB5035853 (OS Builds 22621.3296 and 22631.3296)
- February 29, 2024—KB5034848 (OS Builds 22621.3235 and 22631.3235) Preview
- February 13, 2024—KB5034765 (OS Builds 22621.3155 and 22631.3155)
- January 23, 2024—KB5034204 (OS Builds 22621.3085 and 22631.3085) Preview
- January 9, 2024—KB5034123 (OS Builds 22621.3007 and 22631.3007)
- December 12, 2023—KB5033375 (OS Builds 22621.2861 and 22631.2861)
- December 4, 2023—KB5032288 (OS Builds 22621.2792 and 22631.2792) Preview
- November 14, 2023—KB5032190 (OS Builds 22621.2715 and 22631.2715)
- October 31, 2023—KB5031455 (OS Builds 22621.2506 and 22631.2506) Preview
Windows 11, version 22H2
- October 10, 2023—KB5031354 (OS Build 22621.2428)
- September 26, 2023—KB5030310 (OS Build 22621.2361) Preview
- September 12, 2023—KB5030219 (OS Build 22621.2283)
- August 22, 2023—KB5029351 (OS Build 22621.2215) Preview
- August 8, 2023—KB5029263 (OS Build 22621.2134)
- July 26, 2023—KB5028254 (OS Build 22621.2070) Preview
- July 11, 2023—KB5028185 (OS Build 22621.1992)
- June 27, 2023—KB5027303 (OS Build 22621.1928) Preview
- June 13, 2023—KB5027231 (OS Build 22621.1848)
- May 24, 2023—KB5026446 (OS Build 22621.1778) Preview
- May 9, 2023—KB5026372 (OS Build 22621.1702)
- April 25, 2023—KB5025305 (OS Build 22621.1635) Preview
- April 11, 2023—KB5025239 (OS Build 22621.1555)
- March 28, 2023—KB5023778 (OS Build 22621.1485) Preview
- March 14, 2023—KB5023706 (OS Build 22621.1413)
- February 28, 2023—KB5022913 (OS Build 22621.1344) Preview
- February 14, 2023—KB5022845 (OS Build 22621.1265)
- January 26, 2023—KB5022360 (OS Build 22621.1194) Preview
- January 10, 2023—KB5022303 (OS Build 22621.1105)
- December 13, 2022—KB5021255 (OS Build 22621.963)
- November 29, 2022—KB5020044 (OS Build 22621.900) Preview
- November 8, 2022—KB5019980 (OS Build 22621.819)
- October 25, 2022—KB5018496 (OS Build 22621.755) Preview
- October 18, 2022—KB5019509 (OS Build 22621.675) Out-of-band
- October 11, 2022—KB5018427 (OS Build 22621.674)
- September 30, 2022—KB5017389 (OS Build 22621.608) Preview
- Windows 11, version 21H2
- March 12, 2024—KB5035854 (OS Build 22000.2836)
- February 13, 2024—KB5034766 (OS Build 22000.2777)
- January 9, 2024—KB5034121 (OS Build 22000.2713)
- December 12, 2023—KB5033369 (OS Build 22000.2652)
- November 14, 2023—KB5032192 (OS Build 22000.2600)
- October 10, 2023—KB5031358 (OS Build 22000.2538)
- September 26, 2023—KB5030301 (OS Build 22000.2482) Preview
- September 12, 2023—KB5030217 (OS Build 22000.2416)
- August 22, 2023—KB5029332 (OS Build 22000.2360) Preview
- August 8, 2023—KB5029253 (OS Build 22000.2295)
- July 25, 2023—KB5028245 (OS Build 22000.2245) Preview
- July 11, 2023—KB5028182 (OS Build 22000.2176)
- June 28, 2023—KB5027292 (OS Build 22000.2124) Preview
- June 13, 2023—KB5027223 (OS Build 22000.2057)
- May 23, 2023—KB5026436 (OS Build 22000.2003) Preview
- May 9, 2023—KB5026368 (OS Build 22000.1936)
- April 25, 2023—KB5025298 (OS Build 22000.1880) Preview
- April 11, 2023—KB5025224 (OS Build 22000.1817)
- March 28, 2023—KB5023774 (OS Build 22000.1761) Preview
- March 14, 2023—KB5023698 (OS Build 22000.1696)
- February 21, 2023—KB5022905 (OS Build 22000.1641) Preview
- February 14, 2023—KB5022836 (OS Build 22000.1574)
- January 19, 2023—KB5019274 (OS Build 22000.1516) Preview
- January 10, 2023—KB5022287 (OS Build 22000.1455)
- December 13, 2022—KB5021234 (OS Build 22000.1335)
- November 15, 2022—KB5019157 (OS Build 22000.1281) Preview
- November 8, 2022—KB5019961 (OS Build 22000.1219)
- October 25, 2022—KB5018483 (OS Build 22000.1165) Preview
- October 17, 2022—KB5020387 (OS Build 22000.1100) Out-of-band
- October 11, 2022—KB5018418 (OS Build 22000.1098)
- September 20, 2022—KB5017383 (OS Build 22000.1042) Preview
- September 13, 2022—KB5017328 (OS Build 22000.978)
- August 25, 2022—KB5016691 (OS Build 22000.918) Preview
- August 9, 2022—KB5016629 (OS Build 22000.856)
- July 21, 2022—KB5015882 (OS Build 22000.832) Preview
- July 12, 2022—KB5015814 (OS Build 22000.795)
- June 23, 2022—KB5014668 (OS Build 22000.778) Preview
- June 20, 2022—KB5016138 (OS Build 22000.740) Out-of-band
- June 14, 2022—KB5014697 (OS Build 22000.739)
- May 24, 2022—KB5014019 (OS Build 22000.708) Preview
- May 10, 2022—KB5013943 (OS Build 22000.675)
- April 25, 2022—KB5012643 (OS Build 22000.652) Preview
- April 12, 2022—KB5012592 (OS Build 22000.613)
- March 28, 2022—KB5011563 (OS Build 22000.593) Preview
- March 8, 2022—KB5011493 (OS Build 22000.556)
- February 15, 2022—KB5010414 (OS Build 22000.527) Preview
- February 8, 2022—KB5010386 (OS Build 22000.493)
- January 25, 2022—KB5008353 (OS Build 22000.469) Preview
- January 17, 2022—KB5010795 (OS Build 22000.438) Out-of-band
- January 11, 2022—KB5009566 (OS Build 22000.434)
- December 14, 2021—KB5008215 (OS Build 22000.376)
- November 22, 2021—KB5007262 (OS Build 22000.348) Preview
- November 9, 2021—KB5007215 (OS Build 22000.318)
- October 21, 2021—KB5006746 (OS Build 22000.282) Preview
- October 12, 2021—KB5006674 (OS Build 22000.258)
Release Date:
OS Builds 22621.3374 and 22631.3374
2/27/24 IMPORTANT: New dates for the end of non-security updates for Windows 11, version 22H2
The new end date is June 24, 2025 for Windows 11, version 22H2Â Enterprise, Education, IoT Enterprise, and Enterprise multi-session editions. Home, Pro, Pro Education, and Pro for Workstations editions of version 22H2 will receive non-security preview updates until June, 26, 2024.Â
After these dates, only cumulative monthly security updates will continue for the supported editions of Windows 11, version 22H2. The initial date communicated for this change was February 27, 2024. Based on user feedback, this date has been changed so more customers can take advantage of our continuous innovations .Â
For information about Windows update terminology, see the article about the types of Windows updates  and the monthly quality update types . For an overview of Windows 11, version 23H2, see its update history page . Â
Note Follow @WindowsUpdate  to find out when new content is published to the Windows release health dashboard.   Â
Tip:Â The content is within collapsible sections. Click or tap the category name to expand the section.
Copilot in Windows (in preview)
New! You can ask Copilot in Windows (in preview) for help ten times when you sign in to Windows using a local account. After that, you must sign in using a Microsoft account (MSA) or a Microsoft Entra ID account (formerly Azure Active Directory (Azure AD)). To sign in, use the link in the dialog that appears in Copilot in Windows. If you do not sign in, some Copilot features might not work. To learn more, see Welcome to Copilot in Windows and Manage Copilot in Windows .
Lock screenÂ
New! This update adds more content to your lock screen. Sports, traffic, and finance content will appear along with weather. To turn on this feature, go to Settings > Personalization > Lock screen .
Note This feature might not be available to all users because it will roll out gradually.
This update addresses an issue that affects the Settings app. It stops responding when you use it to remove Bluetooth devices.
This update addresses an issue that affects USB audio. It fails on some processors. This occurs after you pause, play, or resume from sleep.
This update addresses an issue that affects the Combine taskbar buttons and hide labels setting. The app labels in the taskbar sometimes do not have the correct length, which cuts off the label text. This occurs when this setting is set to âWhen taskbar is fullâ or âNever.â
Voice access
New! You can now use voice access with the following languages:
French (France, Canada)
Spanish (Spain, Mexico)
When you turn on voice access for the first time, Windows will ask you to download a speech model. You might not find a speech model that matches your display language. You can still use voice access in English (US). You can always choose a different language from Settings > Language on the voice access bar.
New! You can now use all voice access features on multiple displays. These include number and grid overlays that, in the past, you could only use on the primary display. While you are using the grid overlay on a screen, you can quickly switch to another display. To do that, use the alphabet or NATO phonetic in your command. For example, âBâ or âBravoâ are both valid for the display that is assigned that letter.
New! This update introducesvoice shortcuts or custom commands. You can use them to create your own commands in the supported English dialects. To start, say âwhat can I sayâ and click the âVoice shortcutsâ tab on the left panel. You can also use the command âshow voice shortcutsâ to open the Voice shortcuts page. Click Create new shortcut . Use your voice or other input to create a command. Give it a name and select one or more actions. After you fill in the necessary information, click Create . Your command is now ready to use. To view all the voice shortcuts you have created, go to the command help page or use the voice command, âshow voice shortcuts.â
New! You can now listen to a preview of the ten natural voices before you download them. See the Narrator section of the September 2023 update for the list. These voices use modern , on-device text-to-speech. Once you download them, they work without an internet connection. However, to listen to a preview, you need an internet connection. To add and use one of the natural voices, follow the steps below.
To open Narrator settings, press the WIN+CTRL+N hotkey.
Under Narratorâs voice, select Add , which is next to Add natural voices .
Select the voice you want to install. You can install all voices, but you must install them one at a time.
The preview will play automatically as you browse the list.
If you like the preview, click Download and Install . The new voice downloads and is ready for use in a few minutes, depending on your internet download speed.
In Narrator settings, select your preferred voice from the menu in Narratorâs voice > Choose a voice .
New! This update adds a new keyboard command to move between the images on a screen. Now, you can use the keys G or Shift+G to move forward or backward between images in Scan mode (Narrator key+space bar).
New! This update improves Narratorâs detection of text in images, which includes handwriting. It also improves the descriptions of images. To use this feature, you must have an active internet connection. You must also turn on the setting to get image descriptions in Narrator settings. To try this experience, select an image and press the Narrator key+CTRL+D.
New! In Microsoft Word, Narrator will announce the presence of bookmarks and draft or resolved comments. It also tells you if accessibility suggestions exist when it reads text in the file.
New! You can now use voice access to open applications, dictate text, and interact with elements on the screen. You can also use your voice to command Narrator. For example, you can tell it to, âspeak faster,â âread next line,â and so on. To get started, search for âvoice accessâ in Windows search and set it up.
Windows share
New! This update changes the apps that appear in the Windows share window. The account you use to sign in affects the apps that are in âShare using.â For example, if you use a Microsoft account (MSA) to sign in, you will see Microsoft Teams (free). When you use a Microsoft Entra ID account (formerly Azure Active Directory) to sign in, your Microsoft Teams (work or school) contacts show instead.
New! The Windows share window now supports sharing with WhatsApp in the âShare usingâ section. If you do not have WhatsApp installed, you can install it from the Windows share window.
Nearby Share
New! This update affects how Nearby Share turns on and off. You can use quick settings or the Settings app to turn on Nearby Share. If you do and Wi-Fi and Bluetooth are off, Wi-Fi and Bluetooth will turn on to make Nearby Share work as you expect. If you turn off Wi-Fi or Bluetooth, Nearby Share turns off as well.
New! This update improves Nearby Share transfer speed for users on the same network. Before, users had to be on the same private network. Now, users must be on the same public or private network. You can use quick settings to turn on Nearby Share. Right-click a local file in File Explorer and choose âShare.â Then choose to share to a device listed in Nearby Share in the Windows share window.
New! You can now give your device a more friendly name to identify it when sharing. Go to Settings > System > Nearby sharing . There, you can rename your device.
New! This update helps you to learn about the Cast feature and discover when it is available; see the examples in the list below. To cast means to send content that is on your deviceâs screen to a nearby PC, TV, or other external displays. This happens wirelessly.
You might often switch between windows to complete a task or use Snap Assist to organize your screen space. When you multitask like this, a notification will suggest that you use Cast.
The Cast flyout menu in quick settings gives you more help to find nearby displays, fix connections, and more.
Snap Layouts
New! This update adds suggestions to ⯠Snap Layouts .⯠They help you to instantly snap multiple app windows together.
New! You can hover over the minimize or maximize button of an app (WIN+Z) to open the layout box. When you do, app icons will display various layout options. Use them to help you to choose the best layout option.
Windows 365 Boot
New! This update adds dedicated mode for Windows 365 Boot . When you sign in on your company-owned device, doing that also signs you in to your Windows 365 Cloud PC. This occurs using passwordless authentication, like Windows Hello for Business.
New! This new dedicated mode also provides the fast account switcher experience. With it, you can quickly switch profiles and sign in. You can also personalize the experience for your username and password. This includes choosing a custom display picture for the lock screen, storing your username, and more.
New! A company can customize what users see on the screen when they sign in to Windows 365 Boot. In shared mode, you can add company branding from Microsoft Intune.
New! This update adds a fail fast mechanism for Windows 365 Boot. It helps while you are signing in to your Cloud PC. Thesmart logic tells you to address network issues or complete app setup so that Windows 365 Boot does not fail.
New! You can now manage the settings of your physical (local) PC from your Cloud PC. Windows 365 Boot makes it easy to directly access and manage sound, display, and other device settings.
Windows 365 Switch
New! It is now easier for Windows 365 Switch to disconnect. You can use your local PC to disconnect from your Cloud PC. Go to Local PC > Task view . Right-click the Cloud PC button and select Disconnect . This update also adds tooltips to the Cloud PC Start menu. They appear on the options for disconnecting and signing out and help you to learn how each one works.
New! This update adds desktop indicators for Windows 365 Switch.You will see the term âCloud PCâ and âLocal PCâ on the desktop indicator when you switch between them.
New! The time to connect to Windows 365 Frontline Cloud PC from Windows 365 Switch might be long. While you wait, the screen will show you the connection status and the timeout indicator for the Cloud PC. If there is an error, use the new copy button on the error screen to copy the correlation ID. This helps to address the issue faster.
Improvements
Note:Â To view the list of addressed issues, click or tap the OS name to expand the collapsible section.
Important:Â Use EKBÂ KB5027397 Â to update to Windows 11, version 23H2.
This non-security update includes quality improvements. Key changes include:
This build includes all the improvements in Windows 11, version 22H2.
No additional issues are documented for this release.
This non-security update includes quality improvements. When you install this KB:
New! Â This update affects Windows Hello for Business. IT admins can now use mobile device management (MDM) to turn off the prompt that appears when users sign in to an Entra-joined machine. To do this, they can turn on the âDisablePostLogonProvisioningâ policy setting. After a user signs in, provisioning is off for Windows 10 and Windows 11 devices.
New! This update improves the Remote Desktop Session Host. You can now set up its âclipboard redirectionâ policy to work in a single direction from the local computer to the remote computer. You can also reverse that order.
New! This update adds search highlights to the taskbar search box for the European Economic Area. To learn more, see Windows Search providers .
This update supports daylight saving time (DST) changes in Greenland. To learn more, see Greenland 2023 time zone update now available .
This update supports DST changes in Kazakhstan. To learn more, see Interim guidance for Kazakhstan time zone changes 2024 .
This update supports DST changes in Samoa. To learn more, see Interim guidance for Samoa DST changes 2021 .
This update supports daylight saving time (DST) changes in Palestine. To learn more, see Interim guidance for DST changes announced by Palestinian Authority for 2024, 2025 .
This update affects MSIX applications. It helps their UI to localize correctly for all languages when you upgrade your OS.
This update addresses an issue that affects the COM+ component. Some applications that depend on it stop responding.
This update addresses an issue that stops some apps and features from being available. This occurs after you upgrade to Windows 11.
This update addresses a deadlock issue in CloudAP. It occurs when different users sign in and sign out at the same time on virtual machines.
This update addresses an issue that affects a network resource. You cannot access it from a Remote Desktop session. This occurs when you turn on the Remote Credential Guard feature and the client is Windows 11, version 22H2 or higher.
This update addresses an issue that affects Containers that you create or deploy. Their status does not progress past âContainerCreating.â
This update addresses an issue that affects the time service. You can configure it using mobile device management (MDM) or a Group Policy Object (GPO). But the Windows Settings app does not match what you have configured.
This update addresses an issue that affects certain Neural Processing Units (NPU). They do not show in Task Manager.
This update addresses an issue that affects the touch keyboard and the candidate window for the Japanese and Chinese Input Method Editors (IME). They do not show after you come out of Modern Standby. To learn more, see Microsoft Japanese IME and What is Modern Standby .
This update addresses an issue that occurs when you use LoadImage() to loada top-down bitmap. If the bitmap has a negative height, the image does not load and the function returns NULL.
This update makes Country and Operator Settings Asset (COSA) profiles up to date for some mobile operators.
This update addresses an issue that affects Notepad. It fails to print to certain Internet Printing Protocol (IPP) printers when you use a print support app.
This update addresses an issue that affects Windows Defender Application Control (WDAC). It prevents a stop error that occurs when you apply more than 32 policies.
This update addresses an issue that affects the existing AppLocker rule collection enforcement mode. It is not overwritten when rules merge with a collection that has no rules. This occurs when the enforcement mode is set to âNot Configured.â
This update addresses an issue that affects the Group Policy service. It fails after you use LGPO.exe to apply an audit policy to the system.
This update addresses an issue that affects Secure Launch. It does not run on some processors.
This update addresses a reliability issue. It affects a Virtual Remote App product when you use a custom shell to open it.
This update addresses an issue that affects some wireless headphones. Bluetooth connections are not stable. This occurs on devices that have firmware from April 2023 and later.
This update addresses an issue that affects Transport Layer Security (TLS), version 1.3. It causes Azure App Services to fail. This occurs when the web server attempts to connect to a third-party Lightweight Directory Access Protocol (LDAP) server.
This update addresses an issue that affects dsamain.exe . When the Knowledge Consistency Checker (KCC) runs evaluations, it stops responding.
This update addresses an issue that affects the Microsoft Message Queue (MSMQ) PowerShell module. It does not load.
If you installed earlier updates, only the new updates contained in this package will be downloaded and installed on your device.
Windows 11Â servicing stack update - 22621.3364 and 22631.3364
This update makes quality improvements to the servicing stack, which is the component that installs Windows updates. Servicing stack updates (SSU) ensure that you have a robust and reliable servicing stack so that your devices can receive and install Microsoft updates.Â
Known issues in this update
Microsoft is not currently aware of any issues with this update.
How to get this update
Before installing this update
Microsoft combines the latest servicing stack update (SSU) for your operating system with the latest cumulative update (LCU). For general information about SSUs, see Servicing stack updates  and Servicing Stack Updates (SSU): Frequently Asked Questions .
Install this update
If you want to remove the LCU
To remove the LCU after installing the combined SSU and LCU package, use the DISM/Remove-Package command line option with the LCU package name as the argument. You can find the package name by using this command: DISM /online /get-packages .
Running Windows Update Standalone Installer ( wusa.exe ) with the /uninstall switch on the combined package will not work because the combined package contains the SSU. You cannot remove the SSU from the system after installation.
File information
For a list of the files that are provided in this update, download the file information for cumulative update 5035942 . Â
For a list of the files that are provided in the servicing stack update, download the file information for the SSU - versions 22621.3364 and 22631.3364 .Â
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Dr. Nicole Martin Has Welcomed Her Baby Girl, Genevieve, "Earlier than Expected"
The Real Housewives of Miami cast member gave birth about a month before her due date.
Dr. Nicole Martin is officially a mom two times over!
How to Watch
Watch The Real Housewives of Miami on Peacock and the Bravo App .
The Real Housewives of Miami cast member and her fiancé , Anthony Lopez , have welcomed their baby girl, Genevieve Nicole Lopez, to the family.
Following Genevieve's early birth, Nicole took to her Instagram Stories to share how both mama and baby are doing.
Here's What You May Have Missed on Bravo:
Dr. nicole martin reveals her daughter's "elegant" name: "lots of cute nickname potentials".
See Every Stunning Detail of Nicole Martin's "Parisian-Chic" Baby Shower Planned by Guerdy Abraira
Dr. Nicole Martin Shares a Powerful Message About Body Changes During Pregnancy
Dr. Nicole Martin Gives Birth to Baby No. 2 Prematurely
On March 28, the anaesthesiologist confirmed in an Instagram Story that she had given birth to her second baby, Genevieve (she shares son Greyson with Anthony).
"Lots of messages, I realize I left everyone in suspense with my last post being in the hospital, and then didn't follow up for a few days," she shared from her hospital bed. "It has been hectic, to say the least, but mommy and baby girl are recovering from a C-section that was earlier than expected, but here we are."
Despite giving birth about a month before her April 23 due date , Nicole said that she's been recovering well, as is her daughter.
"We're doing good, and thank you for all the warm wishes," she said. "I will probably take a[n] Instagram break for a few as we recover, but, overall, we are doing well, and I'm feeling OK. A little nauseous, but otherwise not too bad, and baby girl is trying to figure things out. So, stay tuned for more updates."
Dr. Nicole Martin Reveals How She Picked Out Her Daughter's Name
Ahead of her daughter's birth, Nicole shared some exclusive details about picking out Genevieve's moniker with The Daily Dish .
"We love the name we chose for our son, Greyson Anthony . Itâs strong and not heard too often," Nicole said via email. "We wanted to stick to something that wasnât too common, matched Greyson and started with a G. We ultimately decided on Genevieve Nicole."
Nicole described the name as "beautiful" and "elegant," and she noted that it has "lots of cute nickname potentials," like "Gena, GiGi, Viv, [and] Evie."
Now, Genevieve has officially made her debut!
Stream The Real Housewives of Miami on Peacock now.
- Nicole Martin
The Real Housewives of Miami
- Kids And Families
- Anthony Lopez
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AI + Machine Learning , Announcements , Azure AI , Azure AI Speech , Azure OpenAI Service , Speech to text
Accelerate your productivity with the Whisper model in Azure AIÂ now generally available
By Marco Casalaina Vice President Of Products, Azure AI
Posted on March 13, 2024 4 min read
Human speech remains one of the most complex things for computers to process. With thousands of spoken languages in the world, enterprises often struggle to choose the right technologies to understand and analyze audio conversations while keeping right data security and privacy guardrails in place. Thanks to generative AI, it has become easier for enterprises to analyze every customer interaction and derive actionable insights from these interactions.
Build intelligent apps at enterprise scale with the Azure AI portfolio.
Azure AI offers an industry-leading portfolio of AI services to help customers make sense of their voice data. Our speech-to-text service in particular offers a variety of differentiated features through Azure OpenAI Service and Azure AI Speech. These features have been instrumental in helping customers develop multilingual speech transcription and translation, both for long audio files and for near-real-time and real-time assistance for customer service representatives.
Today, we are excited to announce that OpenAI Whisper on Azure is generally available. Whisper is a speech to text model from OpenAI that developers can use to transcribe audio files. Starting today, developers can begin using the generally available Whisper API in both Azure OpenAI Service as well as Azure AI Speech services on production workloads, knowing that it is backed by Azureâs enterprise-readiness promise. With all our speech-to-text models generally available, customers have greater choice and flexibility to enable AI powered transcription and other speech scenarios.
Since the public preview of the Whisper API in Azure , thousands of customers across industries across healthcare, education, finance, manufacturing, media, agriculture, and more are using it to translate and transcribe audio into text across many of the 57 supported languages. They use Whisper to process call center conversations, add captions for accessibility purposes to audio and video content, and mine audio and video data for actionable insights.
We continue to bring OpenAI models to Azure to enrich our portfolio and address the next generation of use-cases and workflows customers are looking to build with speech technologies and LLMs. For instance, imagine building an end-to-end contact center workflowâwith a self-service copilot carrying out human-like conversations with end users through voice or text; an automated call routing solution; real-time agent assistance copilots; and automated post-call analytics. This end-to-end workflow, powered by generative AI, has the potential to bring a new era in productivity to call centers around the world.
Whisper in Azure OpenAI Service
Azure OpenAI Service enables developers to run OpenAIâs Whisper model in Azure, mirroring the OpenAI Whisper model functionalities including fast processing time, multi-lingual support, and transcription and translation capabilities. OpenAI Whisper in Azure OpenAI Service is ideal for processing smaller size files for time-sensitive workloads and use-cases.
Lightbulb.ai , an AI innovator, is looking to transform call center workflows, has been using Whisper in Azure OpenAI Service.
“By merging our call center expertise with tools like Whisper and a combination of LLMs, our product is proven to be 500X more scalable, 90X faster, and 20X more cost-effective than manual call reviews and enables third-party administrators, brokerages, and insurance companies to not only eliminate compliance risk; but also to significantly improve service and boost revenue. We are grateful for our partnership with Azure, which has been instrumental in our success, and we’re enthusiastic about continuing to leverage Whisper to create unprecedented outcomes for our customers.” Tyler Amundsen, CEO and Co-Founder, Lightbulb.AI
To learn more about how to use the Whisper model with the Azure OpenAI Service click here:⯠Speech to text with Azure OpenAI Service .
Try out the Whisper REST (representational state transfer) API in the Azure OpenAI Studio . The API supports translation services from a growing list of languages to English, producing English-only output.
OpenAI Whisper model in Azure AI Speech
Users of Azure AI Speech can leverage OpenAIâs Whisper model in conjunction with the Azure AI Speech batch transcription API. This enables customers to easily transcribe large volumes of audio content at scale for non-time-sensitive batch workloads.
Developers using Whisper in Azure AI Speech also benefit from the following additional capabilities:
- Processing of large file sizes up to 1GB in size with the ability to process large amounts of files with up to 1000 files in a single request that processes multiple audio files simultaneously.
- Speaker diarization which allows developers to distinguish between different speakers, accurately transcribe their words, and create a more organized and structured transcription of audio files.
- And lastly, developers can use Custom Speech in Speech Studio or via API to finetune the Whisper model using audio plus human labeled transcripts.
Customers are using Whisper in Azure AI Speech for post-call analysis, deriving insights from audio and video recordings, and many more such applications.
For details on how to use the Whisper model with Azure AI Speech click here:⯠Create a batch transcription .
Getting started with Whisper
Azure openai studio .
Developers preferring to use the Whisper model in Azure OpenAI Service can access it through the⯠Azure OpenAI Studio.
- To gain access to Azure OpenAI Service, users need to⯠apply for access .
- Once approved, visit the⯠Azure portal âŻand create an Azure OpenAI Service resource.
- After creating the resource, users can begin using Whisper.
Azure AI Speech Studio
Developers preferring to use the Whisper model inâŻAzure AI Speech can access it through the batch speech-to-text in Azure AI Speech Studio. âŻâŻ
The batch speech to text try-out allows you to compare the output of the Whisper model side by side with an Azure AI Speech model as a quick initial evaluation of which model may work better for your specific scenario.
The Whisper model is a great addition to the broad portfolio of capabilities that Azure AI offers. We are looking forward to seeing the innovative ways in which developers will take advantage of this new offering to improve business productivity and to delight users.
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Speech service supported regions
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The Speech service allows your application to convert audio to text, perform speech translation, and convert text to speech. The service is available in multiple regions with unique endpoints for the Speech SDK and REST APIs. You can perform custom configurations to your speech experience, for all regions, at the Speech Studio .
Keep in mind the following points:
- If your application uses a Speech SDK , you provide the region identifier, such as westus , when you create a SpeechConfig . Make sure the region matches the region of your subscription.
- If your application uses one of the Speech service REST APIs, the region is part of the endpoint URI you use when making requests.
- Keys created for a region are valid only in that region. If you attempt to use them with other regions, you get authentication errors.
Speech service doesn't store or process customer data outside the region the customer deploys the service instance in.
Speech service
The following regions are supported for Speech service features such as speech to text, text to speech, pronunciation assessment, and translation. The geographies are listed in alphabetical order.
1 The region has dedicated hardware for custom speech training. If you plan to train a custom model with audio data, use one of the regions with dedicated hardware for faster training. Then you can copy the trained model to another region.
2 The region is available for custom neural voice training. You can copy a trained neural voice model to other regions for deployment.
3 The region doesn't support Batch Synthesis API.
4 The region supports custom keyword advanced models.
5 The region supports keyword verification.
6 The region doesn't support Speaker Recognition.
7 The region supports the high performance endpoint type for custom neural voice.
8 The region doesn't support Custom Neural Voice.
9 The region supports personal voice.
Intent recognition
Available regions for intent recognition via the Speech SDK are in the following table.
This is a subset of the publishing regions supported by the Language Understanding service (LUIS) .
Voice assistants
The Speech SDK supports voice assistant capabilities through Direct Line Speech for regions in the following table.
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The following tables summarize language support for speech to text, text to speech, pronunciation assessment, speech translation, speaker recognition, and more service features. You can also get a list of locales and voices supported for each specific region or endpoint via: Speech SDK. Speech to text REST API.
You can retrieve list of available voices from voices property in SynthesisVoicesResult object, which is a list of VoiceInfo object ( see docs ). import azure.cognitiveservices.speech as speechsdk. # config. speech_config = speechsdk.SpeechConfig(subscription=<your_api_key>, region=<your_region>) # Create your client.
Voice Gallery. Build apps and services that speak naturally, choosing from " " voices across " " languages and variants. Bring your scenarios to life with highly expressive and humanlike neural voices. To run Speech, you'll need an Azure account with a Speech or Cognitive Services resource. Sign in now if you already have an account, or sign ...
As businesses increasingly turn to AI solutions, Azure Cognitive Services text to speech (TTS) emerges as a powerful tool for transforming written content into natural, human-like speech. The Azure TTS API key, a critical component in this process, allows developers to access a wide range of voices and languages, enabling the creation of ...
Neural Text-to-Speech (Neural TTS), a powerful speech synthesis capability of Azure Cognitive Services, enables developers to convert text to lifelike speech using AI. Businesses utilize Neural TTS for voice assistants, content read aloud capabilities, accessibility tools, and more. The Azure TTS product team is continuously working on bringing ...
1. To apply different voice styles to Microsoft Azure Text to Speech voices, you can use Speech Synthesis Markup Language (SSML). In your case, you can modify the text variable to include SSML tags. Below is an example of how to apply the "shouting" and some other styles using SSML: import azure.cognitiveservices.speech as speechsdk.
Speech Studio - Microsoft Azure. Go to Microsoft Voice Gallery above, and: Select any voice from the voice gallery. Click on the "Sample code" tab on the right. Copy the voice name: config.SpeechSynthesisVoiceName = "en-GB-AbbiNeural". Use this string en-GB-AbbiNeural in the voice_id field. đ.
Build voice-enabled apps confidently and quickly with the Speech SDK. Transcribe speech to text with high accuracy, produce natural-sounding text-to-speech voices, translate spoken audio, and use speaker recognition during conversations. Explore with a no-code experience and create custom models tailored to your app with Speech studio.
See the Narrator section of the September 2023 update for the list. These voices use modern, on-device text-to-speech. Once you download them, they work without an internet connection. However, to listen to a preview, you need an internet connection. To add and use one of the natural voices, follow the steps below.
These new updates above will be in public preview in three regions: East US, West Europe, and Southeast Asia. Get started. Microsoft offers over 400 neural voices covering more than 140 languages and locales.With these text to speech voices, you can quickly add read-aloud functionality for a more accessible app design or give a voice to chatbots to provide a richer conversational experience to ...
The voice used for text to speech output. For a complete list of supported prebuilt voices, see Language support. Required: effect: The audio effect processor that's used to optimize the quality of the synthesized speech output for specific scenarios on devices.
I'm using the below code to convert speech to text using Azure Speech-to-Text service.I want to convert my audio files into text.Below is the code for the same: import os import azure.cognitiveservices.speech as speechsdk def recognize_from_microphone(): # This example requires environment variables named "SPEECH_KEY" and "SPEECH_REGION" speech ...
To explore these new capabilities, simply sign up for the Speech service on Azure and access the Speech Studio Voice Gallery. Microsoft provides a wide range of neural voices, offering over 400 options in more than 140 languages and locales. These text-to-speech voices enable you to quickly integrate read-aloud functionality into your ...
On March 28, the anaesthesiologist confirmed in an Instagram Story that she had given birth to her second baby, Genevieve (she shares son Greyson with Anthony). "Lots of messages, I realize I left ...
The API supports translation services from a growing list of languages to English, producing English-only output. OpenAI Whisper model in Azure AI Speech . Users of Azure AI Speech can leverage OpenAI's Whisper model in conjunction with the Azure AI Speech batch transcription API. This enables customers to easily transcribe large volumes of ...
This post is co-authored with Lihui Wang, Gang Wang, Xinfeng Chen, Qinying Liao, Garfield He and Sheng Zhao . Neural Text-to-Speech (Neural TTS), part of Speech in Azure Cognitive Services, enables you to convert text to lifelike speech for more natural user interactions. Neural TTS has powered a wide range of scenarios, from audio content creation to natural-sounding voice assistants, for ...
Voice assistants. The Speech service allows your application to convert audio to text, perform speech translation, and convert text to speech. The service is available in multiple regions with unique endpoints for the Speech SDK and REST APIs. You can perform custom configurations to your speech experience, for all regions, at the Speech Studio.
Using text to speech is simple: navigate to the 'Audio' tab and select 'Text to speech' in the option list. Then type in or upload a script. After that, simply choose a language and the voice you like most, and Clipchamp immediately brings your track to life. You can preview the track and continue editing the script as needed.