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Meta AI announces Massive Multilingual Speech code, models for 1000+ languages

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Re: Meta AI announces Massive Multilingual Speech code, models for 1000+ languages

#11
post #4

> The MMS code and model weights are released under the CC-BY-NC 4.0 license. Huge bummer. Prevents almost everyone from using this and recouping their costs. I suppose motivated teams could reproduce the paper in a clean room, but that might also be subject to patents.

I think this is a lot better than the other option, which would've been not releasing it at all. No company in the business of making money wants to give away their edge to would-be competitors for free.

Re: Meta AI announces Massive Multilingual Speech code, models for 1000+ languages

#14

Meta on a roll. any demo on how good the text to speech is ?

Doesn't seem like there's a demo set up by them yet, but you can just download the model weights and run the inference yourself and compare it to OpenAI Whisper or anything you have access to.

Re: Meta AI announces Massive Multilingual Speech code, models for 1000+ languages

#16
post #4

> The MMS code and model weights are released under the CC-BY-NC 4.0 license. Huge bummer. Prevents almost everyone from using this and recouping their costs. I suppose motivated teams could reproduce the paper in a clean room, but that might also be subject to patents.

Trying to attach a license to model weights seems counter-productive to me. If you argue they are copyrightable then surely they are derivative works of the training data, which is unlikely to all be public domain. Machine learning enthusiasts are better off lobbying for model weights being non-copyrightable as it doesn't have any creative input and is the result of a purely mechanical process.

The copyright on the code, on the other hand, would definitely be copyrighted and would need a clean-room implementation, as you said. The community could pool its resources and do it once, and license it under the AGPL to keep it and further improvements available to everyone.

Re: Meta AI announces Massive Multilingual Speech code, models for 1000+ languages

#17

Meta on a roll. any demo on how good the text to speech is ?

Doesn't seem like there's a demo set up by them yet, but you can just download the model weights and run the inference yourself and compare it to OpenAI Whisper or anything you have access to.

yeah thanks. just saw that. fingers crossed it's really good for korean. i'm just glad they released it at least. the other sota TTS models by big companies won't be seeing the light of day.

Re: Meta AI announces Massive Multilingual Speech code, models for 1000+ languages

#18
post #7

Wow, I didn't even know there was 7,000 documented languages in the world!

"According to the World Atlas of Languages' methodology, there are around 8324 languages, spoken or signed, documented by governments, public institutions and academic communities. Out of 8324, around 7000 languages are still in use." https://en.wal.unesco.org/discover/languages

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Re: Meta AI announces Massive Multilingual Speech code, models for 1000+ languages

#19

This looks huge. Anyone know how this compares with Whisper in terms of quality and speed?

according to their blog post[1], MMS achieves ~half the error rate on words, while supporting 11x more languages. pretty impressive.

[1] https://ai.facebook.com/blog/multilingual-model-speech-recog...

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