MVSep MultiSpeaker (MDX23C) - this model tries to isolate the most loud voice from all other voices. It uses MDX23C architecture. Still under development.

MVSep Multichannel BS - this model is prepared for extracting vocals from multichannel sound (5.1, 7.1, etc.). Emphasis on lack of transformation and loss of quality. After processing, the model returns multi-channel audio in the same format in which it was sent to the server with the same sample rate.

The algorithm restores the quality of MP3 files compressed to 128 kbps or lower. Model was proposed in this paper and published on github.

The algorithm adds "whispering" effect to vocals. Model was created by SUC-DriverOld. More details here.