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GOVERNING DOWNLOAD TERMS: Use of this container is governed by the NVIDIA Software License Agreement and Product-Specific Terms for NVIDIA AI Products.

Use of the Nemotron Multilingual ASR model is governed by the OpenMDW-1.1 license.

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Nemotron Speech Realtime Overview

Description:

Nemotron-ASR is a major step forward in the evolution of conversational AI. Its exceptional accuracy, coupled with the flexibility and ease of use offered by NeMo, empowers developers to create more natural and intuitive voice-powered applications. The possibilities are endless, from enhancing the accuracy of virtual assistants to enabling seamless real-time communication.
\nThis container ships two model variants:

Nemotron 3 ASR — optimized for high-quality English transcription.
Nemotron 3.5 ASR — multilingual model supporting 40 languages with automatic language detection.

The container components are ready for commercial/non-commercial use.

License/Terms of Use:

GOVERNING TERMS: Use of this model is governed by the NVIDIA Community Model License Agreement.

You are responsible for ensuring that your use of NVIDIA provided models complies with all applicable laws.

Deployment Geography: Global

Release Date: Mar-12, 2026

Build.Nvidia.com 03/12/2026 via https://build.nvidia.com/nvidia/nemotron-speech-realtime
\nNGC 03/12/2026 via https://catalog.ngc.nvidia.com/orgs/nim/teams/nvidia/containers/nemotron-speech-realtime

Program Classes:

The Nemotron Speech Realtime Container includes the following models:

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n

tr:nth-child(odd)]:bg-surface-sunken\">

Model Name & Link	Use Case	NIM_TAGS_SELECTOR value
rmir-bs64-26.05.8	en-US Streaming ASR	type=en-US,batch_size=64
rmir-bs32-26.05.8	en-US Streaming ASR	type=en-US,batch_size=32
rmir-multi-bs64-26.06.1	multi-lingual Streaming ASR	type=multi,batch_size=64
rmir-multi-bs32-26.06.1	multi-lingual Streaming ASR	type=multi,batch_size=32

Deployment Details:

For details on how to deploy the model, please refer to the deployment tutorial.

Our AI models are designed and/or optimized to run on NVIDIA GPU-accelerated systems. By leveraging NVIDIA’s hardware (e.g. GPU cores) and software frameworks (e.g., CUDA libraries), the model achieves faster training and inference times compared to CPU-only solutions.

Reference(s):

https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/main/asr/models.html#fast-conformer

Container Version(s):

1.0.0, 1.2.0

Security Common Vulnerabilities and Exposures (CVEs)

Please review the Security Scanning tab on NGC to view the latest security scan results.\nFor certain open-source vulnerabilities listed in the scan results, NVIDIA provides a response in the form of a Vulnerability Exploitability eXchange (VEX) document. The VEX information can be reviewed and downloaded from the Security Scanning tab.

Ethical Considerations:

NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal developer team to ensure these software components meet requirements for the relevant industry and use case and address unforeseen product misuse.

Please report quality, risk, security vulnerabilities or NVIDIA AI Concerns here.

Get Help

Getting started with the NIM

Deploying and integrating the NIM is straightforward thanks to our industry standard APIs. Visit the NIM Container page for release documentation, deployment guides and more https://docs.nvidia.com/nim/speech/latest/index.html.

Enterprise Support

Get access to knowledge base articles and support cases or submit a ticket.

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\n This container ships two model variants:\n\n- [Nemotron 3 ASR](https://huggingface.co/nvidia/nemotron-speech-streaming-en-0.6b) — optimized for high-quality English transcription.\n- [Nemotron 3.5 ASR](https://huggingface.co/nvidia/nemotron-3.5-asr-streaming-0.6b) — multilingual model supporting 40 languages with automatic language detection.\n\nThe container components are ready for commercial/non-commercial use.
\n\n### License/Terms of Use:\nGOVERNING TERMS: Use of this model is governed by the NVIDIA Community Model License Agreement.\n\n**You are responsible for ensuring that your use of NVIDIA provided models complies with all applicable laws.**\n\n### Deployment Geography: Global
\n\n### Release Date: Mar-12, 2026
\n\nBuild.Nvidia.com 03/12/2026 via https://build.nvidia.com/nvidia/nemotron-speech-realtime
\nNGC 03/12/2026 via https://catalog.ngc.nvidia.com/orgs/nim/teams/nvidia/containers/nemotron-speech-realtime
\n\n## Program Classes:
\nThe Nemotron Speech Realtime Container includes the following models: \n| Model Name & Link | Use Case | NIM_TAGS_SELECTOR value |\n|---|---|---|\n| rmir-bs64-26.05.8 | en-US Streaming ASR | type=en-US,batch_size=64 |\n| rmir-bs32-26.05.8 | en-US Streaming ASR | type=en-US,batch_size=32 |\n| rmir-multi-bs64-26.06.1 | multi-lingual Streaming ASR | type=multi,batch_size=64 |\n| rmir-multi-bs32-26.06.1 | multi-lingual Streaming ASR | type=multi,batch_size=32 |\n\n\n## Deployment Details: \n\nFor details on how to deploy the model, please refer to the deployment tutorial.
\n\nOur AI models are designed and/or optimized to run on NVIDIA GPU-accelerated systems. By leveraging NVIDIA’s hardware (e.g. GPU cores) and software frameworks (e.g., CUDA libraries), the model achieves faster training and inference times compared to CPU-only solutions.
\n\n## Reference(s):\nhttps://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/main/asr/models.html#fast-conformer
\n\n## Container Version(s): \n1.0.0, 1.2.0
\n\n## Security Common Vulnerabilities and Exposures (CVEs)\nPlease review the Security Scanning tab on NGC to view the latest security scan results.\nFor certain open-source vulnerabilities listed in the scan results, NVIDIA provides a response in the form of a Vulnerability Exploitability eXchange (VEX) document. The VEX information can be reviewed and downloaded from the Security Scanning tab.\n\n## Ethical Considerations:\nNVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal developer team to ensure these software components meet requirements for the relevant industry and use case and address unforeseen product misuse. \n\n\nPlease report quality, risk, security vulnerabilities or NVIDIA AI Concerns here. \n\n\n# Get Help\n\n## Getting started with the NIM\nDeploying and integrating the NIM is straightforward thanks to our industry standard APIs. Visit the NIM Container page for release documentation, deployment guides and more https://docs.nvidia.com/nim/speech/latest/index.html.\n\n## Enterprise Support \nGet access to knowledge base articles and support cases or [submit a ticket](https://www.nvidia.com/en-us/data-center/products/ai-enterprise-suite/support/).","displayName","Nemotron 3 ASR","updatedDate",["D",1781070299541],"publisher","NVIDIA","latestVersion","1.2.0","versions",[151,239,240,241,242,243,244,245],"imageUrl","/api/image/nim/nvidia/containers/nemotron-asr-streaming","rawImageUrl","canGuestDownload","latestVersionSizeInBytes",13473171165,"licenseTerms",{"_221":222,"_223":14,"_224":225,"_226":16,"_227":228},"isMultinodeEnabled","isMultiArchitecture","hasSignedTag","featureLabels",[212,213],"displayLabels",[198,199,200],"policyLabels",[],"systemLabels",[191],"products",[176,177],"hasNimMetadata",{"_178":131,"_144":187,"_140":188,"_154":189,"_182":190},{"_178":132,"_144":179,"_140":180,"_154":181,"_182":183},"name","NVIDIA AI Enterprise","Accelerate your AI agent development","https://assets.ngc.nvidia.com/products/catalog/images/product-NVAIE.jpg","supportedFeatures",[184,185,186],"UNIFIED_CATALOG","SHAREABLE_TO_USER_GROUPS","NGC_CONSOLE","NVIDIA Developer Program","Join the Developer Program for access to free tools, support, and tech resources.","https://assets.ngc.nvidia.com/products/catalog/images/product-nim-dev.jpg",[184],{"_144":192,"_193":192,"_194":195,"_71":196},"signed images","value","filter",{"_197":196,"_193":192},"system","field",{"_144":208,"_193":209,"_194":210,"_71":77},{"_144":204,"_193":205,"_194":206,"_71":77},{"_144":201,"_193":201,"_194":202,"_71":77},"Riva",{"_197":203,"_193":201},"framework","Conversational AI","soln_conversational_ai",{"_197":207,"_193":205},"technology","Automatic Speech Recognition","uscs_automatic_speech_recognition",{"_197":211,"_193":209},"application",{"_144":219,"_193":219,"_194":220,"_71":217},{"_144":214,"_193":215,"_194":216,"_71":217},"NVIDIA NIM","nimmcro_nvidia_nim",{"_197":218,"_193":215},"feature","nvidia_nim","NVIDIA AI Enterprise Supported",{"_197":77,"_193":219},"governingTerms","

GOVERNING DOWNLOAD TERMS: Use of this container is governed by the NVIDIA Software License Agreement and Product-Specific Terms for NVIDIA AI Products.

Use of the Nemotron Multilingual ASR model is governed by the OpenMDW-1.1 license.

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Under certain privacy laws, you have the right to direct us not to \"sell\" or \"share\" your personal information for targeted advertising. To opt-out of the \"sale\" and \"sharing\" of personal information through cookies, you must opt-out of optional cookies using the toggles below. To opt out of the \"sale\" and \"sharing\" of data collected by other means (e.g., online forms) you must also update your data sharing preferences through the NVIDIA Preference Center.

Click on the different category headings below to find out more and change the settings according to your preference. You cannot opt out of Required Cookies as they are deployed to ensure the proper functioning of our website (such as prompting the cookie banner and remembering your settings, etc.). By clicking \"Save and Accept\" or \"Decline All\" at the bottom, you consent to the use of cookies and other tools as described in our Cookie Policy in accordance with your settings and accept our Terms of Service (which contains important waivers). 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These cookies enable us to provide enhanced website functionality and personalization as well as make the marketing messages we send to you more relevant to your interests. 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It is either correlated to the 6suuid or a unique value, and can be changed during the lifetime of this cookie.This cookie contains no identifying information and is used for diagnostic purposes by Impact Radius, a service we use to track signup commissions for our affiliate program. We have categorized it under Functionality because it is necessary for the operation of our affiliate program.","s_ips","This cookie is associated with Adobe Analytics. The cookie is used for measuring a visitor’s scroll activity to see how much of a page they view before moving on to another page.","_gd_session","tp","This cookie is associated with Adobe Analytics site tracking. It registers if the website's scroll-depth detection is active. 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These cookies are required for the site to function and cannot be turned off.",1,[1020,1021,1022,1023,1024,1025,1026,1027,1028,1029,1030,1031,1032,1033,1034,1035,1036,1037,1038,1039,1040,1041,1042,1043,1044,1045,1046,1047,1048,1049,1050,1051,1052,1053,1054,1055,1056,1057,1058,1059,1060,1061,1062,1063,1064,1065,1066,1067,1068,1069,1070,1071,1072,1073,1074,1075,1076,1077,1078,1079,1080,1081,1082,1083,1084,1085,1086,1087,1088,1089,1090,1091,1092,1093,1094,1095,1096,1097,1098,1099,1100,1101,1102,1103,1104,1105,1106,1107,1108],[872,873,874,875,876,877,878,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,894,895,896],{"_363":1015,"_144":1015,"_142":365,"_336":1016},{"_363":1009,"_144":1009,"_142":365,"_336":1010},{"_363":997,"_144":997,"_142":365,"_336":998},{"_363":994,"_144":994,"_142":365,"_336":995},{"_363":991,"_144":991,"_142":365,"_336":992},{"_363":986,"_144":986,"_142":365,"_336":987},{"_363":981,"_144":981,"_142":365,"_336":982},{"_363":439,"_144":439,"_142":365,"_336":978},{"_363":974,"_144":974,"_142":365,"_336":975},{"_363":427,"_144":427,"_142":365,"_336":972},{"_363":422,"_144":422,"_142":365,"_336":970},{"_363":965,"_144":965,"_142":365,"_336":966},{"_363":960,"_144":960,"_142":365,"_336":961},{"_363":955,"_144":955,"_142":365,"_336":956},{"_363":952,"_144":952,"_142":365,"_336":953},{"_363":396,"_144":396,"_142":365,"_336":950},{"_363":942,"_144":942,"_142":365,"_336":943},{"_363":571,"_144":571,"_142":365,"_336":936},{"_363":930,"_144":930,"_142":365,"_336":931},{"_363":926,"_144":926,"_142":365,"_336":927},{"_363":921,"_144":921,"_142":365,"_336":922},{"_363":917,"_144":917,"_142":365,"_336":918},{"_363":912,"_144":912,"_142":365,"_336":913},{"_363":566,"_144":566,"_142":365,"_336":905},{"_363":897,"_144":897,"_142":365,"_336":898},"pexels.com",[899,900],{"_178":903,"_370":897,"_371":16,"_142":904},{"_178":901,"_370":897,"_371":66,"_142":902},"_cfuvid","Pexels provides high quality and completely free stock photos licensed under the Pexels license. 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As part of our bot management service, this cookie helps manage incoming traffic that matches criteria associated with bots.\nThis is a CloudFoundry cookie","OptanonConsent","nvid.nvidia.com","This cookie is set by the cookie compliance solution from OneTrust. It stores information about the categories of cookies the site uses and whether visitors have given or withdrawn consent for the use of each category. This enables site owners to prevent cookies in each category from being set in the users browser, when consent is not given. The cookie has a normal lifespan of one year, so that returning visitors to the site will have their preferences remembered. It contains no information that can identify the site visitor.","events.nvidia.com","This cookie is associated with the Amazon Web Services Elastic Load Balancing functionality for routing client request on the server.Used to attribute commission to affiliates when you arrive at the website from an affiliate referral link. It is set when you click on one of our links and used to let the advertiser and us know the website from which you came.","sessionid","This is a very generic cookie name that may have different purposes on different sites, but generally it will be some kind of anonymous session identifier.","_csrf","This cookie is used to prevent Cross-Site Request Forgery (CSRF) attacks, ensuring that each request made to the server is from the user's browser and is intentional.","enterprise-support.nvidia.com","Used to apply end-user cookie consent preferences set by our client-side utility.Custom- Short Duration. Unique ID of an Enquiry- used to validate access to case, and load exisiting data.\n","renderCtx","academicgrants.nvidia.com","Used to store site parameters in the session for reuse across requests by a single client for functionality and performance reasons.","ph_phc_yQgAEdJJkVpI24NdSRID2mor1x1leRpDoC9yZ9mfXal_posthog","The PostHog ph_phc_xxx cookie is a session cookie used for identifying and tracking visitors on websites, helping us understand user behavior and website performance.","This cookie is managed by AWS and is used for load balancing.Used to attribute commission to affiliates when you arrive at the website from an affiliate referral link. It is set when you click on one of our links and used to let the advertiser and us know the website from which you came.","This cookie is associated with Akamai and is used to differentiate between traffic from humans and bots.","OptanonAlertBoxClosed","docs.ngc.nvidia.com","This cookie is set by websites using certain versions of the cookie law compliance solution from OneTrust. It is set after visitors have seen a cookie information notice and in some cases only when they actively close the notice down. It enables the website not to show the message more than once to a user. The cookie has a normal lifespan of one year and contains no personal information.","nv_co","__uxq412__ses.88c1","investor.nvidia.com","learn.learn.nvidia.com","This cookie is associated with the Amazon Web Services Elastic Load Balancing functionality for routing client request on the server.","pctrk","Used to count page views by unauthenticated users against license usage.","bm_s","bpazaws52gukakzc__ctrl0_ctl36_uccaptcha","bm_sv","store.nvidia.com","The __cf_bm cookie is a cookie necessary to support Cloudflare Bot Management, currently in private beta. As part of our bot management service, this cookie helps manage incoming traffic that matches criteria associated with bots.\n","This cookie name is used by DataDog to determine if cookies are supported on the website.dd_cookie_test","AMP_TLDTEST_xxxxxxxx","SESSlsd","This cookie is likely to be a session identifier used to maintain user session state across page requests.","mboxEdgeCluster","This cookie name is associated with Adobe Target which is used to communicate the correct edge cluster to at.js so that Target profiles can stay in sync as users navigate across a site.","_biz_pendingA","_rdt_em","This cookie name is associated with Reddit which is used to manage session state and user interactions.","megaNavCollapsed","_abck","The _abck cookie is associated with Akamai's Bot Manager, which is used to prevent fraud and abuse by safeguarding online interactions and detecting irregularities that could suggest malicious activity, such as bot-driven attacks or hacking attempts.","AMP_TEST","This cookie name AMP_TEST is used for internal analytics by the website operator, necessary for the functionality of the website's chat-box function, and to check whether the cookie storage is working properly.","idccsrf","This cookie name is associated with Salesforce which is used to track CrossSiteRequestForgery validation for certain single sign-on (SSO) flows.","_biz_flagsA","This cookie is used to remember users' settings as well as for authentication and analytics.","ApplicationGatewayAffinity","partners.nvidia.com","This cookie is used to maintain a user session by the server in a load balanced environment, to ensure the user has a consistent experience.","AMP_TEST_xxxxxxxx","bm_lso","This cookie name is associated with Akamai which is used to load the site as quickly as possible and to recognize bots.","SSESS###########","This cookie is likely to be a session cookie used to maintain an anonymized user session by the server in a secure environment, often seen in sites built with the Drupal content management system.","nvdeveloper.nvidia.com","__uxq412__id.88c1","QueueITAccepted-SDFrts345E-V3_{eventId}","TEST_AMCV_COOKIE_WRITE","This cookie is used to test whether cookies are enabled in the browser. 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It is set when you click on one of our links and used to let the advertiser and us know the website from which you came.","_devzone_session","This cookie is likely used to maintain a user session on the website by the server. It is common for session identifiers to be used to keep users logged in and track their interaction with the site during a session.","_cs_c","The cookie is used by Content Square to save the user consent to be tracked.","bm_sz","This cookie is used by Akamai to optimize site performance and security. It is typically associated with the delivery of web content and services.","vcalliance.nvidia.com","ASP.NET_SessionId","General purpose platform session cookie, used by sites written with Microsoft .NET based technologies. Usually used to maintain an anonymised user session by the server.","com.adobe.alloy.getTld","This cookie name is associated with the Adobe WebSDK which is used to determine the top-most domain that can accept cookies.","ApplicationGatewayAffinityCORS","This cookie is used to maintain a user session by the server in a load balanced environment, to ensure all requests from a user during the session are sent to the same server.","This cookie name AMP_TEST is used for internal analytics by the website operator, necessary for the functionality of the website's chat-box function, and to check whether the cookie storage is working properly.Supports Amplitude product analytics.","SESSls","This cookie is likely to be a session identifier, used to maintain a user's session state across page requests.","AMP_TLDTEST","c_code","BIGipServerx","This cookie name is associated with the BIG-IP product suite from company F5. Usually associated with managing sessions on load balanced servers, to ensure user requests are routed consistently to the correct server. The common root is BIGipServer most commonly followed by a domain name, usually the one that it is hosted on, but not always.","This cookie is set by websites using certain versions of the cookie law compliance solution from OneTrust. It is set after visitors have seen a cookie information notice and in some cases only when they actively close the notice down. It enables the website not to show the message more than once to a user. The cookie has a one year lifespan and contains no personal information.","default","

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