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Chris Donahue
Chris Donahue
Assistant Professor, CMU CSD; Research Scientist, Google DeepMind (part time)
Verifierad e-postadress på cmu.edu - Startsida
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On the opportunities and risks of foundation models
R Bommasani, DA Hudson, E Adeli, R Altman, S Arora, S von Arx, ...
arXiv:2108.07258, 2021
48022021
Adversarial Audio Synthesis
C Donahue, J McAuley, M Puckette
(ICLR 2019) International Conference on Learning Representations, 2019
1071*2019
GANSynth: Adversarial neural audio synthesis
J Engel, KK Agrawal, S Chen, I Gulrajani, C Donahue, A Roberts
(ICLR 2019) International Conference on Learning Representations, 2019
5752019
Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition
C Donahue, B Li, R Prabhavalkar
(ICASSP 2018) International Conference on Acoustics, Speech, and Signal …, 2018
2902018
Enabling Language Models to Fill in the Blanks
C Donahue, M Lee, P Liang
(ACL 2020) Annual Conference of the Association for Computational Linguistics, 2020
2202020
It's Raw! Audio Generation with State-Space Models
K Goel, A Gu, C Donahue, C Ré
(ICML 2022) International Conference on Machine Learning, 2022
2152022
LakhNES: Improving multi-instrumental music generation with cross-domain pre-training
C Donahue, HH Mao, YE Li, GW Cottrell, J McAuley
(ISMIR 2019) International Society for Music Information Retrieval Conference, 2019
1612019
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
C Donahue, ZC Lipton, A Balsubramani, J McAuley
(ICLR 2018) International Conference on Learning Representations, 2018
1372018
Codified audio language modeling learns useful representations for music information retrieval
R Castellon, C Donahue, P Liang
(ISMIR 2021) International Society for Music Information Retrieval Conference, 2021
1142021
Dance Dance Convolution
C Donahue, ZC Lipton, J McAuley
(ICML 2017) International Conference on Machine Learning, 2017
692017
SingSong: Generating musical accompaniments from singing
C Donahue, A Caillon, A Roberts, E Manilow, P Esling, A Agostinelli, ...
arXiv:2301.12662, 2023
582023
Piano Genie
C Donahue, I Simon, S Dieleman
(ACM IUI 2019) ACM Conference on Intelligent User Interfaces, 2018
532018
Music controlnet: Multiple time-varying controls for music generation
SL Wu, C Donahue, S Watanabe, NJ Bryan
(TASLP 2024) IEEE/ACM Transactions on Audio, Speech, and Language Processing …, 2024
512024
The NES Music Database: A multi-instrumental dataset with expressive performance attributes
C Donahue, HH Mao, J McAuley
(ISMIR 2018) International Society for Music Information Retrieval Conference, 2018
402018
Melody transcription via generative pre-training
C Donahue, J Thickstun, P Liang
(ISMIR 2022) International Society for Music Information Retrieval Conference, 2022
31*2022
Expediting TTS Synthesis with Adversarial Vocoding
P Neekhara, C Donahue, M Puckette, S Dubnov, J McAuley
INTERSPEECH 2019, 2019
312019
Anticipatory music transformer
J Thickstun, D Hall, C Donahue, P Liang
TMLR 2024, 2023
222023
SWORDS ⚔️: A Benchmark for Lexical Substitution with Improved Data Coverage and Quality
M Lee, C Donahue, R Jia, A Iyabor, P Liang
(NAACL 2021) Conference of the North American Chapter of the Association for …, 2021
19*2021
V2Meow: Meowing to the visual beat via music generation
K Su, JY Li, Q Huang, D Kuzmin, J Lee, C Donahue, F Sha, A Jansen, ...
AAAI 2024, 2023
15*2023
Towards realistic MIDI instrument synthesizers
R Castellon, C Donahue, P Liang
(NeurIPS Workshop 2020) NeurIPS Workshop on Machine Learning for Creativity …, 2020
142020
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Artiklar 1–20