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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| Autori principali: | , , , , |
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| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
SpringerOpen
2025-09-01
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| Serie: | EURASIP Journal on Advances in Signal Processing |
| Soggetti: | |
| Accesso online: | https://doi.org/10.1186/s13634-025-01249-0 |
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