Speech Recognation Project

General
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Hi All,

I would like to use the Hardware for Speech Recognation project, I need to detect different accent and covert it in to Text. I need to select the Single board Computer either Rpi or Ordric or VisionFive 2 or any other suggestion.

Also suggest me which Hailo chipset I need to use for this precise applicaiton

Thanks

Dr Syed

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Hi @DrSyed_Mustufa,

Welcome to the Hailo Community!

Our AI accelerators - Hailo-8 / 8L and Hailo-10H - are a suitable choice for speech recognition applications, depending on your needs:

  • Hailo-8 and 8L are already available on the market, either through our distribution channels or as part of the Raspberry Pi AI HAT+ (if Pi5 is your selected host platform).
    They are suitable for real-time execution of ASR models like Whisper-tiny, Whisper-base, etc., but large ASR models with hundreds of millions of parameters may be more challenging to execute in real-time.
  • Hailo-10H, our new AI accelerator, had its commercial launch last month and will be available through our distributors very soon. In addition to targeting Gen AI models, it will also allow the execution of larger ASR models.

You can find a Speech Recognition example in our GitHub repository. The example works on Hailo-8 / 8L, but it will be updated for Hailo-10H very soon.

Regarding the SBC to choose, I would recommend an ARM-based platform with an M.2 slot (to connect the Hailo module) and PCIe Gen 3.0.

The Hailo devices support PCIe 3.0 x4 lanes. Especially for Hailo-8/8L, the better the host PCIe connection is, the faster the device will be during reconfiguration.

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