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Field Response
Intended Task/Domain: Speech Recognition
Model Type: FastConformer-RNNT
Intended Users: People who work with conversational AI models and need to transcribe speech to text with low latency in streaming scenarios.
Output: Text tokens
Describe how the model works: Raw audio is passed into the model, and the model outputs text.
Name the adversely impacted groups this has been tested to deliver comparable outcomes regardless of: Not Applicable
Technical Limitations & Mitigation: The model is trained on only a limited amount of English speech data; therefore, it may not work well for other languages, and its performance may degrade in noisy environments.
Verified to have met prescribed NVIDIA quality standards: Yes
Performance Metrics: Word Error Rate (WER)
Potential Known Risks: The model may produce incorrect transcriptions if the audio is noisy or the speech is not clear, and predicted text may be inaccurate in domains that are not well-represented in the training data.
Licensing: NVIDIA Open Model License

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