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Comparison and Analysis of Deep Audio Embeddings for Music Emotion Recognition


Apr 13, 2021
Eunjeong Koh, Shlomo Dubnov

* 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

* Published as a conference paper at Usenix Security 2021 

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Cross-modal Adversarial Reprogramming


Feb 15, 2021
Paarth Neekhara, Shehzeen Hussain, Jinglong Du, Shlomo Dubnov, Farinaz Koushanfar, Julian McAuley

* 12 pages, 3 figures 

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Deep Music Information Dynamics


Feb 01, 2021
Shlomo Dubnov

* The 2020 Joint Conference on AI Music Creativity, October 19-23, 2020, Royal Institute of Technology (KTH), Stockholm, Sweden 

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Expressive Neural Voice Cloning


Jan 30, 2021
Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar, Julian McAuley

* 12 pages, 2 figures, 2 tables 

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DPD-InfoGAN: Differentially Private Distributed InfoGAN


Oct 24, 2020
Vaikkunth Mugunthan, Vignesh Gokul, Lalana Kagal, Shlomo Dubnov


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Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm


Aug 04, 2020
Ke Chen, Cheng-i Wang, Taylor Berg-Kirkpatrick, Shlomo Dubnov

* 8 pages, 8 figures, Proceedings of the 21st International Society for Music Information Retrieval Conference, ISMIR 2020 

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Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions


Feb 05, 2020
Ke Chen, Gus Xia, Shlomo Dubnov

* 9 pages, 12 figures, 4 tables. in 14th international conference on semantic computing, ICSC 2020 

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Query-based Deep Improvisation


Jun 21, 2019
Shlomo Dubnov

* 7th International Workshop on Musical Metacreation, International Conference on Computational Creativity 2019 

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Universal Adversarial Perturbations for Speech Recognition Systems


May 09, 2019
Paarth Neekhara, Shehzeen Hussain, Prakhar Pandey, Shlomo Dubnov, Julian McAuley, Farinaz Koushanfar

* 5 Pages, 3 figures 

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Expediting TTS Synthesis with Adversarial Vocoding


Apr 16, 2019
Paarth Neekhara, Chris Donahue, Miller Puckette, Shlomo Dubnov, Julian McAuley


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The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation


Nov 20, 2018
Ke Chen, Weilin Zhang, Shlomo Dubnov, Gus Xia

* 8 pages, 13 figures 

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Rethinking Recurrent Latent Variable Model for Music Composition


Oct 07, 2018
Eunjeong Stella Koh, Shlomo Dubnov, Dustin Wright

* Published as a conference paper at IEEE MMSP 2018 

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Adversarial Reprogramming of Sequence Classification Neural Networks


Sep 07, 2018
Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar

* 10 pages, 5 figures, 2 tables 

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