Publications

2024

1. Structure-informed Positional Encoding for Music Generation

   Manvi Agarwal, Changhong Wang, and Gael Richard

   IEEE International Conference on Acoustics and Speech and and Signal Processing (ICASSP), 2024

   Bib PDF Code

   @article{agarwal2024structure,
     title = {Structure-informed Positional Encoding for Music Generation},
     author = {Agarwal, Manvi and Wang, Changhong and Richard, Gael},
     journal = {IEEE International Conference on Acoustics and Speech and and Signal Processing (ICASSP)},
     year = {2024},
   }

2023

1. Transfer Learning and Bias Correction with Pre-trained Audio Embeddings.

   Changhong Wang, Gaël Richard, and  Brian McFee

   International Society for Music Information Retrieval (ISMIR), 2023

   Bib PDF Code

   @article{wang2023transfer,
     title = {Transfer Learning and Bias Correction with Pre-trained Audio Embeddings.},
     author = {Wang, Changhong and Richard, Gaël and and Brian McFee},
     journal = {International Society for Music Information Retrieval (ISMIR)},
     year = {2023},
   }

2. Explainable Audio Classification of Playing Techniques with Layer-wise Relevance Propoagation

   Changhong Wang, Vincent Lostanlen, and  Mathieu Lagrange

   IEEE International Conference on Acoustics and Speech and and Signal Processing (ICASSP), 2023

   Bib PDF Code

   @article{wang2023explainable,
     title = {Explainable Audio Classification of Playing Techniques with Layer-wise Relevance Propoagation},
     author = {Wang, Changhong and Lostanlen, Vincent and and Mathieu Lagrange},
     journal = {IEEE International Conference on Acoustics and Speech and and Signal Processing (ICASSP)},
     year = {2023},
   }

3. Mesostructures: Beyond Spectrogram Loss in Differentiable Time-Frequency Analysis

   Cyrus Vahidi, Han Han, Changhong Wang, Mathieu Lagrange, György Fazekas, and Vincent Lostanlen

   Journal of the Audio Engineering Society (AES), 2023

   Bib PDF Code

   @article{vahidi2023mesostructures,
     title = {Mesostructures: Beyond Spectrogram Loss in Differentiable Time-Frequency Analysis},
     author = {Vahidi, Cyrus and Han, Han and Wang, Changhong and Lagrange, Mathieu and Fazekas, György and Lostanlen, Vincent},
     journal = {Journal of the Audio Engineering Society (AES)},
     year = {2023},
   }

2022

1. Differentiable Time-Frequency Scattering on GPU

   John Muradeli, Cyrus Vahidi, Changhong Wang, Han Han, Vincent Lostanlen, Mathieu Lagrange, and 1 more author

   International Conference on Digital Audio Effects (DAFx), 2022

   Best Paper Award Bib PDF Code

   Best Paper Award

   @article{muradeli2022differentiable,
     title = {{Differentiable Time-Frequency Scattering on GPU}},
     author = {Muradeli, John and Vahidi, Cyrus and Wang, Changhong and Han, Han and Lostanlen, Vincent and Lagrange, Mathieu and and György Fazekas},
     journal = {International Conference on Digital Audio Effects (DAFx)},
     year = {2022},
     demo = {https://cyrusvahidi.github.io/jtfs-gpu/},
   }

2. Adaptive Scattering Transforms for Playing Technique Recognition

   Changhong Wang, Emmanouil Benetos, Vincent Lostanlen, and  Elaine Chew

   IEEE/ACM Transactions on Audio and Speech and and Language Processing (TASLP), 2022

   Bib PDF

   @article{wang2022adaptive,
     title = {Adaptive Scattering Transforms for Playing Technique Recognition},
     author = {Wang, Changhong and Benetos, Emmanouil and Lostanlen, Vincent and and Elaine Chew},
     journal = {IEEE/ACM Transactions on Audio and Speech and and Language Processing (TASLP)},
     year = {2022},
     dataset = {https://zenodo.org/record/5744336/}
   }

3. Joint Scattering for Automatic Chick Call Recognition

   Changhong Wang, Emmanouil Benetos, Shuge Wang, and Elisabetta Versace

   IEEE European Signal Processing Conference (EUSIPCO), 2022

   Bib PDF Code

   @article{wang2022joint,
     title = {Joint Scattering for Automatic Chick Call Recognition},
     author = {Wang, Changhong and Benetos, Emmanouil and Wang, Shuge and Versace, Elisabetta},
     journal = {IEEE European Signal Processing Conference (EUSIPCO)},
     year = {2022},
     dataset = {https://zenodo.org/record/6655837}
   }

2021

1. Violinist Identification Based on Vibrato Features

   Yudong Zhao, Changhong Wang, György Fazekas, Emmanouil Benetos, and Mark Sandler

   European Signal Processing Conference (EUSIPCO), 2021

   Bib PDF

   @article{zhao2021violinist,
     title = {Violinist Identification Based on Vibrato Features},
     author = {Zhao, Yudong and Wang, Changhong and Fazekas, György and Benetos, Emmanouil and Sandler, Mark},
     journal = {European Signal Processing Conference (EUSIPCO)},
     year = {2021},
   }

2020

1. Playing Technique Recognition by Joint Time-Frequency Scattering

   Changhong Wang, Vincent Lostanlen, Emmanouil Benetos, and Elaine Chew

   IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020

   Bib PDF

   @article{wang2020playing,
     title = {Playing Technique Recognition by Joint Time-Frequency Scattering},
     author = {Wang, Changhong and Lostanlen, Vincent and Benetos, Emmanouil and Chew, Elaine},
     journal = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
     year = {2020},
     dataset = {https://zenodo.org/record/3776864/}
   }

2019

1. Adaptive Time-Frequency Scattering for Periodic Modulation Recognition in Music Signals

   Changhong Wang, Emmanouil Benetos, Vincent Lostanlen, and Elaine Chew

   International Society for Music Information Retrieval (ISMIR), 2019

   Bib PDF

   @article{wang2019adaptive,
     title = {Adaptive Time-Frequency Scattering for Periodic Modulation Recognition in Music Signals},
     author = {Wang, Changhong and Benetos, Emmanouil and Lostanlen, Vincent and Chew, Elaine},
     journal = {International Society for Music Information Retrieval (ISMIR)},
     year = {2019},
     dataset = {https://zenodo.org/record/3776864/}
   }

2. HMM-based Glissando Detection for Recordings of Chinese Bamboo Flute

   Changhong Wang, Emmanouil Benetos, Xiaojie Meng, and Elaine Chew

   Sound and Music Computing Conference (SMC), 2019

   Bib PDF

   @article{wang2019hmm,
     title = {HMM-based Glissando Detection for Recordings of Chinese Bamboo Flute},
     author = {Wang, Changhong and Benetos, Emmanouil and Meng, Xiaojie and Chew, Elaine},
     journal = {Sound and Music Computing Conference (SMC)},
     year = {2019},
     dataset = {https://zenodo.org/record/3776864/}
   }