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Obviously the big cloud players offer their own APIs and SDKs (for a price), but there are a few other solutions worth looking at. Facebook has open sourced so
by jamesonthecrow 7y ago
Obviously the big cloud players offer their own APIs and SDKs (for a price), but there are a few other solutions worth looking at.
Facebook has open sourced some pre-trained models: https://github.com/facebookresearch/wav2letter https://github.com/facebookresearch/wav2letter
Picovoice has some smaller, more efficient models capable of running on edge devices:
https://github.com/Picovoice https://github.com/Picovoice
Full ASR does require quite large models and datasets, but you don't need nearly that much power or data to fine-tune a model for your own domain.
- skykooler 7y agoAh, thanks, I wasn't aware Picovoice had released an actual engine yet.
- GordonS 7y agoWasn't aware of Picovoice. Just tried the live do they have on their website... wow, it's... not great! Even if I spoke as precisely as possible or/and put on an American accent, it was way off the mark.