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PixIT: Joint Training of Speaker Diarization and Speech Separation from Real-world Multi-speaker Recordings
A major drawback of supervised speech separation (SSep) systems is their reliance on synthetic data, leading to poor real-world generalization.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
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Collar-aware Training for Streaming Speaker Change Detection in Broadcast Speech
Instead, the proposed method uses an objective function which encourages the model to predict a single positive label within a specified collar.
