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cs.SD2022★ 2 cited
Polyphonic pitch detection with convolutional recurrent neural networks
Carl Thomé, Sven Ahlbäck
Recent directions in automatic speech recognition (ASR) research have shown that applying deep learning models from image recognition challenges in computer vision is beneficial. A…
cs.SD2019
Investigating kernel shapes and skip connections for deep learning-based harmonic-percussive separation
Carlos Lordelo, Emmanouil Benetos, Simon Dixon +1
In this paper we propose an efficient deep learning encoder-decoder network for performing Harmonic-Percussive Source Separation (HPSS). It is shown that we are able to greatly red…