Personalized Speech recognition on mobile devices — mentioned by walterbell

Tue, 05 Nov 2019 15:08:53 GMT

Google published research [1][2] on offline recognition and it was rolled out earlier in 2019. Model size for English is claimed to be under 100MB, https://techcrunch.com/2019/03/12/googles-new-voice-recognit... [1] https://arxiv.org/pdf/1603.03185.pdf (2016) [2] https://arxiv.org/pdf/1811.06621.pdf (2018)

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Personalized Speech recognition on mobile devices — mentioned by dgacmu

Thu, 19 May 2016 04:01:39 GMT

"In restricted grammar mode" That's a key limitation, though. But we're getting close to the point where you can do some of this. For example - http://arxiv.org/pdf/1603.03185.pdf - LSTM speech recognition running on a Nexus 5. The more serious problem with this is that it's going to be expensive -- and somewhat wasteful. There's a lot of pressure to keep consumer devices as cheap as possible, and the cloud is an awesome way to do that. Having shared cloud-based infrastructure for the speech recognition as opposed to putting it into every device (even though it's only used for ~5 minutes…

Paper and discussion history. A mention is not an endorsement.

Personalized Speech recognition on mobile devices · HackerPapers discussions

Personalized Speech recognition on mobile devices — mentioned by walterbell

Personalized Speech recognition on mobile devices — mentioned by dgacmu