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Mel-RoFormer for Vocal Separation and Vocal Melody Transcription
Ju-Chiang Wang, Wei-Tsung Lu, Jitong Chen
Developing a versatile deep neural network to model music audio is crucial in MIR. This task is challenging due to the intricate spectral variations inherent in music signals, whic…
cs.SD2022
Modeling Beats and Downbeats with a Time-Frequency Transformer
Yun-Ning Hung, Ju-Chiang Wang, Xuchen Song +2
Transformer is a successful deep neural network (DNN) architecture that has shown its versatility not only in natural language processing but also in music information retrieval (M…