22 citations · 30 across the 5 of their papers we have counts for
5 papers
TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music
Ke Chen, Shuai Yu, Cheng-i Wang +3
Singing melody extraction is an important problem in the field of music information retrieval. Existing methods typically rely on frequency-domain representations to estimate the s…
DEEPCHORUS: A Hybrid Model of Multi-scale Convolution and Self-attention for Chorus Detection
Qiqi He, Xiaoheng Sun, Yi Yu +1
Chorus detection is a challenging problem in musical signal processing as the chorus often repeats more than once in popular songs, usually with rich instruments and complex rhythm…
Musical Tempo Estimation Using a Multi-scale Network
Xiaoheng Sun, Qiqi He, Yongwei Gao +1
Recently, some single-step systems without onset detection have shown their effectiveness in automatic musical tempo estimation. Following the success of these systems, in this pap…
Residual Attention Based Network for Automatic Classification of Phonation Modes
Xiaoheng Sun, Yiliang Jiang, Wei Li
Phonation mode is an essential characteristic of singing style as well as an important expression of performance. It can be classified into four categories, called neutral, breathy…
Frequency-Temporal Attention Network for Singing Melody Extraction
Shuai Yu, Xiaoheng Sun, Yi Yu +1
Musical audio is generally composed of three physical properties: frequency, time and magnitude. Interestingly, human auditory periphery also provides neural codes for each of thes…