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Voice Separation
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Separate the voices in a recording of people speaking at the same time!
Split up a recording of a noisy meeting into what each person is saying! Isolate crosstalk on a cellphone!
Method partially based on the excellent work described in:
[1] Subakan, Cem, et al. "Attention is all you need in speech separation." ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2021. [2] Ravanelli, Mirco, et al. "SpeechBrain: A general-purpose speech toolkit." arXiv preprint arXiv:2106.04624 (2021). [3] Li, Jinyu. "Recent advances in end-to-end automatic speech recognition." APSIPA Transactions on Signal and Information Processing 11.1 (2022).
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When processing is complete, the resulting audio is stored for (1) one hour before being irretrievably destroyed.