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Pages
About me
About me
Posts
Notes on differentiable TDF-II filter
Published:
This blog is a continuation of some of my early calculations for propagating gradients through general IIR filters, including direct-form and transposed-direct-form.
How to Train Deep NMF Model in PyTorch
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Recently I updated the implementation of PyTorch-NMF to make it be able to scale on large and complex NMF models. In this blog post I will briefly explain how this was done thanks to the automatic differentiation of PyTorch.
music
portfolio
Portfolio item number 1
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Short description of portfolio item number 1
Portfolio item number 2
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Short description of portfolio item number 2
publications
Multi-layered Cepstrum for Instantaneous Frequency Estimation
Published in IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2018
Recommended citation: Chin-Yun Yu and Li Su, "Multi-layered Cepstrum for Instantaneous Frequency Estimation", IEEE Global Conference on Signal and Information Processing, Novermber 2018.
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Harmonic Preserving Neural Networks for Efficient and Robust Multipitch Estimation
Published in Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2020
Recommended citation: Chin-Yun Yu, Jing-Hua Lin, and Li Su, "Harmonic Preserving Neural Networks for Efficient and Robust Multipitch Estimation", Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, December 2020.
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Danna-Sep: Unite to separate them all
Published in Music Demixing Workshop, ISMIR, 2021
Recommended citation: Chin-Yun Yu and Kin-Wai Cheuk, "Danna-Sep: Unite to separate them all", The ISMIR Workshop on Music Source Separation, November 2021.
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Music Demixing Challenge 2021
Published in Frontiers in Signal Processing, 2022
Recommended citation: Y Mitsuji, G Fabbro, S Uhlich, F-R Stöter, A Défossez, M Kim, W Choi, C-Y Yu, K-W Cheuk, "Music Demixing Challenge 2021", Front. Sig. Proc. 1:808395, January 2022.
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Conditioning and Sampling in Variational Diffusion Models for Speech Super-Resolution
Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Recommended citation: Chin-Yun Yu, Sung-Lin Yeh, György Fazekas, and Hao Tang, "Conditioning and Sampling in Variational Diffusion Models for Speech Super-Resolution", IEEE International Conference on Acoustics, Speech and Signal Processing, June 2023.
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Zero-Shot Duet Singing Voices Separation with Diffusion Models
Published in Sound Demixing Workshop, ISMIR, 2023
Recommended citation: Chin-Yun Yu, Emilian Postolache, Emanuele Rodolà, and György Fazekas, "Zero-Shot Duet Singing Voices Separation with Diffusion Models", The ISMIR Sound Demixing Workshop, November 2023.
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Singing Voice Synthesis Using Differentiable LPC and Glottal-Flow-Inspired Wavetables
Published in International Society for Music Information Retrieval Conference (ISMIR), 2023
Recommended citation: Chin-Yun Yu and György Fazekas, "Singing Voice Synthesis Using Differentiable LPC and Glottal-Flow-Inspired Wavetables", International Society for Music Information Retrieval Conference, November 2023.
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Time-of-arrival estimation and phase unwrapping of head-related transfer functions with integer linear programming
Published in Audio Engineering Society 156th Convention, 2024
Recommended citation: Chin-Yun Yu, Johan Pauwels, and György Fazekas, "Time-of-arrival estimation and phase unwrapping of head-related transfer functions with integer linear programming", Audio Engineering Society Convention 156, June 2024.
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Differentiable Time-Varying Linear Prediction in the Context of End-to-End Analysis-by-Synthesis
Published in INTERSPEECH, 2024
Recommended citation: Chin-Yun Yu and György Fazekas, "Differentiable Time-Varying Linear Prediction in the Context of End-to-End Analysis-by-Synthesis", Proc. Interspeech, September 2024.
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Differentiable All-pole Filters for Time-varying Audio Systems
Published in International Conference on Digital Audio Effects (DAFx), 2024
Recommended citation: Chin-Yun Yu, Christopher Mitcheltree, Alistair Carson, Stefan Bilbao, Joshua Reiss and György Fazekas, "Differentiable All-pole Filters for Time-varying Audio Systems", International Conference on Digital Audio Effects, September 2024.
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GOLF: A Singing Voice Synthesiser with Glottal Flow Wavetables and LPC Filters
Published in Transactions of the International Society for Music Information Retrieval, 2024
Recommended citation: Chin-Yun Yu and György Fazekas, "GOLF: A Singing Voice Synthesiser with Glottal Flow Wavetables and LPC Filters", Transactions of the International Society for Music Information Retrieval, December 2024.
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talks
NMF in PyTorch
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Introducing the 4A-2A plugin at DMRN+19
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.