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patrickjquinn avatar patrickjquinn commented on August 18, 2024

Are you using any models with this? i.e the wikipedia based language model and dictionary? or are you just using PocketSphinx raw?

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timstableford avatar timstableford commented on August 18, 2024

I'm just using a modified version of the Android demo they released. It comes with a model and dictionary but I suspect a wikipedia based one would be better. What I'm currently finding while experimenting with key phrase detection is that it's pretty good at picking up when I say the key phrase but has many false positives.

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patrickjquinn avatar patrickjquinn commented on August 18, 2024

Is there any concept of a confidence threshold in PocketSphinx? And yep maybe try another prebuilt model if you can find a decent one?

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timstableford avatar timstableford commented on August 18, 2024

I haven't looked deeply into it, but it seems on some callbacks it returns a confidence score as an int. This has always been 0 in my testing.

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timstableford avatar timstableford commented on August 18, 2024

I've found a library just for hotword detection, Snowboy. It's pretty damn good. It might even be worth using it on other platforms. The only downside is that each keyphrase needs to be trained, which I can add an option to do in app. For default though, we will need to improve the "Brain" model on their site - https://snowboy.kitt.ai/dashboard

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patrickjquinn avatar patrickjquinn commented on August 18, 2024

Yep! Thats what the RasPi Client uses https://github.com/patrickjquinn/P-Brain.ai-RasPi

There is a pretrained hot-word model in the resources folder of that repo if you want it!

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timstableford avatar timstableford commented on August 18, 2024

Not sure if I have their naming conventions right, but pmdl is a personal model and umdl is a universal model right? Shouldn't we be using the universal one? 👍

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patrickjquinn avatar patrickjquinn commented on August 18, 2024

That makes a ton of sense... I was only testing and training it against my own voice, i'm going to give the universal model a try now.

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patrickjquinn avatar patrickjquinn commented on August 18, 2024

Hotword detection works, however the speech recognition portion doesnt seem to yet, is that correct?

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timstableford avatar timstableford commented on August 18, 2024

It didn't until just now. Speech recognition works, TTS works and keyword training works.

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