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TFSWA-ResUNet: music source separation with time–frequency sequence and shifted window attention-based ResUNet

Abstract CNN-based UNet is a widely employed network architecture for music source separation (MSS). Meanwhile, spectrogram features of music audio, which consist of both time and frequency information, are commonly used as inputs for MSS tasks. CNN-based UNet models in the spectrogram domain still...

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書誌詳細
主要な著者: Zhenyu Yao, Yuping Su, Honghong Yang, Yumei Zhang, Xiaojun Wu
フォーマット: Artigo
言語:Inglês
出版事項: SpringerOpen 2025-09-01
シリーズ:EURASIP Journal on Advances in Signal Processing
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オンライン・アクセス:https://doi.org/10.1186/s13634-025-01249-0
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