Yu-Te Wu

2 accepted papers

2019

Polyphonic Music Transcription with Semantic Segmentation

ICASSP 2019accepted

The multi-instrument transcription task refers to joint recognition of instrument and pitch of every event in polyphonic music signals generated by one or more classes of music instruments. In this paper, we leverage multi-object semantic segmentation techniques to solve this problem. We design a ti…

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2018

Automatic Music Transcription Leveraging Generalized Cepstral Features and Deep Learning

Yu-Te Wu, Berlin Chen, Li Su

ICASSP 2018accepted

Spectral features are limited in modeling musical signals with multiple concurrent pitches due to the challenge to suppress the interference of the harmonic peaks from one pitch to another. In this paper, we show that using multiple features represented in both the frequency and time domains with de…

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