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Shlomo Dubnov

Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments

Sep 07, 2022
Ke Chen, Hao-Wen Dong, Yi Luo, Julian McAuley, Taylor Berg-Kirkpatrick, Miller Puckette, Shlomo Dubnov

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* The 23rd International Society for Music Information Retrieval Conference, 2022
* Camera Ready for Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022

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TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music

Feb 02, 2022
Ke Chen, Shuai Yu, Cheng-i Wang, Wei Li, Taylor Berg-Kirkpatrick, Shlomo Dubnov

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* Preprint Version for ICASSP 2022, Singapore

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HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection

Feb 02, 2022
Ke Chen, Xingjian Du, Bilei Zhu, Zejun Ma, Taylor Berg-Kirkpatrick, Shlomo Dubnov

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* Preprint version for ICASSP 2022, Singapore

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Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data

Jan 12, 2022
Ke Chen, Xingjian Du, Bilei Zhu, Zejun Ma, Taylor Berg-kirkpatrick, Shlomo Dubnov

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* 9 pages, 3 figures, 5 tables, preprint version for Association for the Advancement of Artificial Intelligence Conference, AAAI 2022

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Towards Cross-Cultural Analysis using Music Information Dynamics

Nov 24, 2021
Shlomo Dubnov, Kevin Huang, Cheng-i Wang

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Comparison and Analysis of Deep Audio Embeddings for Music Emotion Recognition

Apr 13, 2021
Eunjeong Koh, Shlomo Dubnov

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* AAAI 2021
* AAAI Workshop on Affective Content Analysis 2021 Camera Ready Version

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Bias-Free FedGAN

Mar 17, 2021
Vaikkunth Mugunthan, Vignesh Gokul, Lalana Kagal, Shlomo Dubnov

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WaveGuard: Understanding and Mitigating Audio Adversarial Examples

Mar 04, 2021
Shehzeen Hussain, Paarth Neekhara, Shlomo Dubnov, Julian McAuley, Farinaz Koushanfar

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* Published as a conference paper at Usenix Security 2021

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