Browsing Centre for Digital Music (C4DM) by Author "Sigtia, S"
Now showing items 1-5 of 5
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An End-to-End Neural Network for Polyphonic Music Transcription
Sigtia, S; Benetos, E; Dixon, S (arxiv, 2015-08)We present a neural network model for polyphonic music transcription. The architecture of the proposed model is analogous to speech recognition systems and comprises an acoustic model and a music language mode}. The acoustic ... -
An End-to-End Neural Network for Polyphonic Piano Music Transcription
Sigtia, S; BENETOS, E; Dixon, S (IEEE, 2016-02)We present a supervised neural network model for polyphonic piano music transcription. The architecture of the proposed model is analogous to speech recognition systems and comprises an acoustic model and a music language ... -
An End-to-End Neural Network for Polyphonic Piano Music Transcription
Sigtia, S; Benetos, E; Dixon, S (2016-05) -
A HYBRID RECURRENT NEURAL NETWORK FOR MUSIC TRANSCRIPTION
Sigtia, S; Benetos, E; Boulanger-Lewandowski, N; Weyde, T; Garcez, ASD; Dixon, S; IEEE (2015) -
RNN-based Music Language Models for Improving Automatic Music Transcription
Sigtia, S; Benetos, E; Cherla, S; Weyde, T; Garcez, A; Dixon, S (2014)