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Dorien Herremans
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Publications
- 2023
- [j19]Enyan Koh, Kin Wai Cheuk, Kwan Yee Heung, Kat R. Agres, Dorien Herremans:
MERP: A Music Dataset with Emotion Ratings and Raters' Profile Information. Sensors 23(1): 382 (2023) - [c32]Kin Wai Cheuk, Ryosuke Sawata, Toshimitsu Uesaka, Naoki Murata, Naoya Takahashi, Shusuke Takahashi, Dorien Herremans, Yuki Mitsufuji:
Diffroll: Diffusion-Based Generative Music Transcription with Unsupervised Pretraining Capability. ICASSP 2023: 1-5 - [i49]Kin Wai Cheuk, Keunwoo Choi, Qiuqiang Kong, Bochen Li, Minz Won, Ju-Chiang Wang, Yun-Ning Hung, Dorien Herremans:
Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training. CoRR abs/2302.00286 (2023) - 2022
- [i42]Kwan Yee Heung, Kin Wai Cheuk, Dorien Herremans:
Understanding Audio Features via Trainable Basis Functions. CoRR abs/2204.11437 (2022) - [i40]Kin Wai Cheuk, Keunwoo Choi, Qiuqiang Kong, Bochen Li, Minz Won, Amy Hung, Ju-Chiang Wang, Dorien Herremans:
Jointist: Joint Learning for Multi-instrument Transcription and Its Applications. CoRR abs/2206.10805 (2022) - [i39]Kin Wai Cheuk, Ryosuke Sawata, Toshimitsu Uesaka, Naoki Murata, Naoya Takahashi, Shusuke Takahashi, Dorien Herremans, Yuki Mitsufuji:
DiffRoll: Diffusion-based Generative Music Transcription with Unsupervised Pretraining Capability. CoRR abs/2210.05148 (2022) - 2021
- [c27]Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans:
Revisiting the Onsets and Frames Model with Additive Attention. IJCNN 2021: 1-8 - [c24]Kin Wai Cheuk, Dorien Herremans, Li Su:
ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data. ACM Multimedia 2021: 3918-3926 - [i32]Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans:
Revisiting the Onsets and Frames Model with Additive Attention. CoRR abs/2104.06607 (2021) - [i29]Kin Wai Cheuk, Dorien Herremans, Li Su:
ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data. CoRR abs/2107.04954 (2021) - 2020
- [j13]Kin Wai Cheuk, Hans Anderson, Kat Agres, Dorien Herremans:
nnAudio: An on-the-Fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolutional Neural Networks. IEEE Access 8: 161981-162003 (2020) - [c20]Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans:
The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy. ICPR 2020: 9091-9098 - [c19]Kin Wai Cheuk, Kat Agres, Dorien Herremans:
The Impact of Audio Input Representations on Neural Network based Music Transcription. IJCNN 2020: 1-6 - [c18]Kin Wai Cheuk, Yin-Jyun Luo, Balamurali B. T., Gemma Roig, Dorien Herremans:
Regression-based Music Emotion Prediction using Triplet Neural Networks. IJCNN 2020: 1-7 - [c16]Yin-Jyun Luo, Kin Wai Cheuk, Tomoyasu Nakano, Masataka Goto, Dorien Herremans:
Unsupervised Disentanglement of Pitch and Timbre for Isolated Musical Instrument Sounds. ISMIR 2020: 700-707 - [i27]Kin Wai Cheuk, Yin-Jyun Luo, Balamurali B. T., Gemma Roig, Dorien Herremans:
Regression-based music emotion prediction using triplet neural networks. CoRR abs/2001.09988 (2020) - [i26]Kin Wai Cheuk, Kat Agres, Dorien Herremans:
The impact of Audio input representations on neural network based music transcription. CoRR abs/2001.09989 (2020) - [i18]Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans:
The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy. CoRR abs/2010.09969 (2020) - 2019
- [c13]Kin Wai Cheuk, Balamurali B. T., Gemma Roig, Dorien Herremans:
Latent Space Representation for Multi-Target Speaker Detection and Identification with a Sparse Dataset Using Triplet Neural Networks. ASRU 2019: 358-364 - [c10]Dorien Herremans, Kin Wai Cheuk, Yin-Jyun Luo, Kat Agres:
Untangling indices of emotion in music using neural networks. CogSci 2019: 3476 - [i10]Kin Wai Cheuk, Balamurali B. T., Gemma Roig, Dorien Herremans:
Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networks. CoRR abs/1910.01463 (2019) - [i7]Kin Wai Cheuk, Hans Anderson, Kat Agres, Dorien Herremans:
nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks. CoRR abs/1912.12055 (2019)
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