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Yes, speech recognition and speech generation would be easier to implement if you used neural networks that were trained on these vocal cord inputs rather than
by vortico 9y ago
Yes, speech recognition and speech generation would be easier to implement if you used neural networks that were trained on these vocal cord inputs rather than audio samples. In either case, you'd need to solve the inverse problem to generate vocal cord parameters given an audio sample. This seems difficult but I'd imagine some commercial software packages do it to some extent.
- smaddox 9y agoOr you could let the neural network solve the inverse problem for you, at least for speech generation.
- skykooler 9y agoI would imagine a neural network that fed parameter values to Voc would be far faster (real-time?) than something like WaveNet which needs to sample the output thousands of times a second.
- zebproj 9y agoCorrect. WaveNet is a very brute force approach to speech synthesis.