Recommendations for ASR, TTS and Transformer

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Recommendations for ASR, TTS and Transformer

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QuantumPath
Contributor I

Hello, I am developing an application on i.MX 93 EVK.  I would appreciate recommendations for the following which have relatively low compute requirements while running on-device.  I am using a i.MX 93 Dual core 1.7GHz.

I am looking for recommendations for

  • ASR engine with reasonable accuracy while running on-device.  Eg: Whisper tiny
  • TTS model
  • On-device transformer model such as Llama 3B

    Any information such as performance comparisons and recommendations would be appreciated.  Thank you
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nxp79866
NXP Employee
NXP Employee

Hello  @QuantumPath 

On i.MX93, we have enabled Whisper ASR (tiny, base, small) and Moonshine ASR (tiny and base).

We will deliver first the Whisper ASR as a Voice plugin through GStreamer by mid-July.

For TTS, we have enabled ViTS TTS. For LLM, we can run small LLM like Danube 0.5B.

In parallel, we have a complete eIQ Gen Al flow pipeline (Wake word, ASR, LLM, RAG, TTS) running on  i.MX95 here : https://github.com/nxp-appcodehub/dm-eiq-genai-flow-demonstrator?tab=readme-ov-file

 

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