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Weight, Block or Unit? Exploring Sparsity Tradeoffs for Speech Enhancement on Tiny Neural Accelerators


Nov 09, 2021
Marko Stamenovic, Nils L. Westhausen, Li-Chia Yang, Carl Jensen, Alex Pawlicki

* To appear in NeurIPS 2021 Efficient Natural Langauge and Speech Processing Workshop as oral-spotlight presentation 

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TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids


May 20, 2020
Igor Fedorov, Marko Stamenovic, Carl Jensen, Li-Chia Yang, Ari Mandell, Yiming Gan, Matthew Mattina, Paul N. Whatmough

* First four authors contributed equally. For audio samples, see https://github.com/BoseCorp/efficient-neural-speech-enhancement 

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Neural Wavetable: a playable wavetable synthesizer using neural networks


Nov 16, 2018
Lamtharn Hantrakul, Li-Chia Yang

* 2 pages, Accepted by Conference on Neural Information Processing Systems (NIPS), Workshop on Machine Learning for Creativity and Design 

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MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment


Nov 24, 2017
Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang, Yi-Hsuan Yang

* to appear at AAAI 2018 

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MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation


Jul 18, 2017
Li-Chia Yang, Szu-Yu Chou, Yi-Hsuan Yang

* 8 pages, Accepted to ISMIR (International Society of Music Information Retrieval) Conference 2017 

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Revisiting the problem of audio-based hit song prediction using convolutional neural networks


Apr 05, 2017
Li-Chia Yang, Szu-Yu Chou, Jen-Yu Liu, Yi-Hsuan Yang, Yi-An Chen

* To appear in the proceedings of 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 

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