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Off topic, but what's the state-of-art behind speech recognition models at the moment? Are people still using with DTW + HMMs?
by _gmax0 2y ago
Off topic, but what's the state-of-art behind speech recognition models at the moment?
Are people still using with DTW + HMMs?
- IshKebab 2y agoHMMs haven't been state of the art in speech recognition for decades (I.e. since it actually got good). It's all end-to-end DNNs now. Basically raw input -> DNN -> ASCII. Well almost anyway - last I checked they feed a Mel spectrogram into the model rather than raw audio samples.
- pcwelder 2y ago> state of the art in speech recognition for decades Decades doesn't sound right. Around 2019, the Jasper model was SOTA among e2e models but was still slightly behind a non e2e model with an HMM component https://arxiv.org/pdf/1904.03288 https://arxiv.org/pdf/1904.03288