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It's not really style transfer, but for a new speaker model, you just need to train each speaker with a dataset of 25 hours audio with time matched accurate tra
by dharma1 10y ago
It's not really style transfer, but for a new speaker model, you just need to train each speaker with a dataset of 25 hours audio with time matched accurate transcriptions.
In the case of David Attenborough, I'm pretty sure that amount of data is available with subtitled BBC content.
- dnautics 10y agoOh I doubt that will be necessary. I bet you could find a useful "feature vector" by repeating the process on about 10-20 new voices - then extract a set of words (let's pessimistically say 100) that activate these features the most - then have a person retrain with 5 examples of each of these 100 words (an hour, at the most). I honestly wouldn't be surprised if you could find a really feature rich sentence (say 5 words long) that you could use to crack pretty much all voice-activated biometric password systems.
- slinger 10y agoIs voice-activated password a thing? I mean, I only saw that in sci-fi movies and never in real life.
- dharma1 10y agoYes, voice biometrics are used in telephone banking for instance
- dharma1 10y agoyep, I'm sure there would be a lot of similarity between models that could be used to reduce training time