| 2025 | ICASSP | Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models. | Tornike Karchkhadze, Mohammad Rasool Izadi, Shlomo Dubnov |
| 2025 | ICASSP | kNN-SVC: Robust Zero-Shot Singing Voice Conversion with Additive Synthesis and Concatenation Smoothness Optimization. | Keren Shao, Ke Chen, Matthew Baas, Shlomo Dubnov |
| 2025 | IJCAI | Synthesizing Composite Hierarchical Structure from Symbolic Music Corpora. | Ilana Shapiro, Ruanqianqian (Lisa) Huang, Zachary Novack, Cheng-i Wang, Hao-Wen Dong, Taylor Berg-Kirkpatrick, Shlomo Dubnov, Sorin Lerner |
| 2024 | ICASSP | MusicLDM: Enhancing Novelty in text-to-music Generation Using Beat-Synchronous mixup Strategies. | Ke Chen, Yusong Wu, Haohe Liu, Marianna Nezhurina, Taylor Berg-Kirkpatrick, Shlomo Dubnov |
| 2024 | ICASSP | Binaural Sound Source Localization Using a Hybrid Time and Frequency Domain Model. | Gil Geva, Olivier Warusfel, Shlomo Dubnov, Tammuz Dubnov, Amir Amedi, Yacov Hel-Or |
| 2024 | ICASSP | Music Enhancement with Deep Filters: A Technical Report for the ICASSP 2024 Cadenza Challenge. | Keren Shao, Ke Chen, Shlomo Dubnov |
| 2024 | ICML | SelfVC: Voice Conversion With Iterative Refinement using Self Transformations. | Paarth Neekhara, Shehzeen Samarah Hussain, Rafael Valle, Boris Ginsburg, Rishabh Ranjan, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley |
| 2024 | IJCAI | Retrieval Guided Music Captioning via Multimodal Prefixes. | Nikita Srivatsan, Ke Chen, Shlomo Dubnov, Taylor Berg-Kirkpatrick |
| 2024 | Interspeech | Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation. | Ke Chen, Jiaqi Su, Taylor Berg-Kirkpatrick, Shlomo Dubnov, Zeyu Jin |
| 2023 | ICASSP | Multitrack Music Transformer. | Hao-Wen Dong, Ke Chen, Shlomo Dubnov, Julian J. McAuley, Taylor Berg-Kirkpatrick |
| 2023 | ICASSP | Large-Scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation. | Yusong Wu, Ke Chen, Tianyu Zhang, Yuchen Hui, Taylor Berg-Kirkpatrick, Shlomo Dubnov |
| 2022 | AAAI | Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data. | Ke Chen, Xingjian Du, Bilei Zhu, Zejun Ma, Taylor Berg-Kirkpatrick, Shlomo Dubnov |
| 2022 | ICASSP | HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection. | Ke Chen, Xingjian Du, Bilei Zhu, Zejun Ma, Taylor Berg-Kirkpatrick, Shlomo Dubnov |
| 2022 | ICASSP | Tonet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music. | Ke Chen, Shuai Yu, Cheng-i Wang, Wei Li, Taylor Berg-Kirkpatrick, Shlomo Dubnov |
| 2022 | WACV | Cross-modal Adversarial Reprogramming. | Paarth Neekhara, Shehzeen Hussain, Jinglong Du, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley |
| 2021 | AAAI | Comparison and Analysis of Deep Audio Embeddings for Music Emotion Recognition. | Eunjeong Stella Koh, Shlomo Dubnov |
| 2021 | ACML | Expressive Neural Voice Cloning. | Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley |
| 2021 | CSEDU | Restoring Eye Contact to the Virtual Classroom with Machine Learning. | Ross Greer, Shlomo Dubnov |
| 2021 | EuroSys | DPD-InfoGAN: Differentially Private Distributed InfoGAN. | Vaikkunth Mugunthan, Vignesh Gokul, Lalana Kagal, Shlomo Dubnov |
| 2019 | EMNLP | Adversarial Reprogramming of Text Classification Neural Networks. | Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar |
| 2019 | Interspeech | Expediting TTS Synthesis with Adversarial Vocoding. | Paarth Neekhara, Chris Donahue, Miller S. Puckette, Shlomo Dubnov, Julian J. McAuley |
| 2019 | Interspeech | Universal Adversarial Perturbations for Speech Recognition Systems. | Paarth Neekhara, Shehzeen Hussain, Prakhar Pandey, Shlomo Dubnov, Julian J. McAuley, Farinaz Koushanfar |
| 2018 | MMSP | Rethinking Recurrent Latent Variable Model for Music Composition. | Eunjeong Stella Koh, Shlomo Dubnov, Dustin Wright |
| 2015 | ICASSP | Pattern discovery from audio recordings by Variable Markov Oracle: A music information dynamics approach. | Cheng-i Wang, Shlomo Dubnov |
| 2014 | ISM | Variable Markov Oracle: A Novel Sequential Data Points Clustering Algorithm with Application to 3D Gesture Query-Matching. | Cheng-i Wang, Shlomo Dubnov |
| 2014 | SMC | Nonlinear dynamics of human creativity. | Mikhail I. Rabinovich, Irma Tristan, Shlomo Dubnov |
| 2009 | EJC | JoinSee: A Real-Time and Collaborative Hyper-Media System for Participatory Performances in the Opera of Meaning. | Shuichi Kurabayashi, Shlomo Dubnov, Yasushi Kiyoki |
| 2008 | EJC | Opera of Meaning: film and music performance with semantic associative search. | Shlomo Dubnov, Yasushi Kiyoki |
| 2004 | ICASSP | A method for directionally-disjoint source separation in convolutive environment. | Shlomo Dubnov, Joseph Tabrikian, Miki Arnon-Targan |
| 2003 | ICASSP | Improved low bit-rate audio compression using reduced rank ICA instead of psychoacoustic modeling. | Adiel Ben-Shalom, Michael Werman, Shlomo Dubnov |
| 2003 | ICASSP | Generalized likelihood ratio test for voiced/unvoiced decision using the harmonic plus noise model. | Etan Fisher, Joseph Tabrikian, Shlomo Dubnov |
| 2002 | ICASSP | Speech enhancement by harmonic modeling via map pitch tracking. | Joseph Tabrikian, Shlomo Dubnov, Yulya Dickalov |
| 2002 | SIGIR | Robust temporal and spectral modeling for query By melody. | Shai Shalev-Shwartz, Shlomo Dubnov, Nir Friedman, Yoram Singer |
| 1998 | SMC | Study of spectro-temporal parameters in musical performance for expressive instrument synthesis. | Shlomo Dubnov, Xavier Rodet |
| 1997 | ICASSP | Analysis of sound textures in musical and machine sounds by means of higher order statistical features. | Shlomo Dubnov, Naftali Tishby |
| 1994 | ICPR | Acoustic spectral estimation using higher order statistics. | Shlomo Dubnov, Naftali Tishby |