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eess.AS2026
Input-Adaptive Spectral Feature Compression by Sequence Modeling for Source Separation
Kohei Saijo, Yoshiaki Bando
Time-frequency domain dual-path models have demonstrated strong performance and are widely used in source separation. Because their computational cost grows with the number of freq…
eess.AS2025
Is MixIT Really Unsuitable for Correlated Sources? Exploring MixIT for Unsupervised Pre-training in Music Source Separation
Kohei Saijo, Yoshiaki Bando
In music source separation (MSS), obtaining isolated sources or stems is highly costly, making pre-training on unlabeled data a promising approach. Although source-agnostic unsuper…