| Conv-tasnet: Surpassing ideal time–frequency magnitude masking for speech separation Y Luo, N Mesgarani IEEE/ACM transactions on audio, speech, and language processing 27 (8), 1256 …, 2019 | 1234 | 2019 |
| Tasnet: time-domain audio separation network for real-time, single-channel speech separation Y Luo, N Mesgarani 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 508 | 2018 |
| Dual-path rnn: efficient long sequence modeling for time-domain single-channel speech separation Y Luo, Z Chen, T Yoshioka ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 435 | 2020 |
| Deep attractor network for single-microphone speaker separation Z Chen, Y Luo, N Mesgarani https://arxiv.org/abs/1611.08930, 2016 | 421 | 2016 |
| Speaker-independent speech separation with deep attractor network Y Luo, Z Chen, N Mesgarani IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (4), 787-796, 2018 | 236 | 2018 |
| Deep Clustering and Conventional Networks for Music Separation: Stronger Together Y Luo, Z Chen, JR Hershey, JL Roux, N Mesgarani https://arxiv.org/abs/1611.06265, 2016 | 174 | 2016 |
| Continuous speech separation: Dataset and analysis Z Chen, T Yoshioka, L Lu, T Zhou, Z Meng, Y Luo, J Wu, X Xiao, J Li ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 135 | 2020 |
| End-to-end microphone permutation and number invariant multi-channel speech separation Y Luo, Z Chen, N Mesgarani, T Yoshioka ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 101 | 2020 |
| FaSNet: Low-latency adaptive beamforming for multi-microphone audio processing Y Luo, C Han, N Mesgarani, E Ceolini, SC Liu 2019 IEEE automatic speech recognition and understanding workshop (ASRU …, 2019 | 89 | 2019 |
| Real-time single-channel dereverberation and separation with time-domain audio separation network. Y Luo, N Mesgarani Interspeech, 342-346, 2018 | 60 | 2018 |
| Speaker-independent auditory attention decoding without access to clean speech sources C Han, J O’Sullivan, Y Luo, J Herrero, AD Mehta, N Mesgarani Science advances 5 (5), eaav6134, 2019 | 56 | 2019 |
| Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis D Raj, P Denisov, Z Chen, H Erdogan, Z Huang, M He, S Watanabe, J Du, ... 2021 IEEE spoken language technology workshop (SLT), 897-904, 2021 | 50 | 2021 |
| Ultra-lightweight speech separation via group communication Y Luo, C Han, N Mesgarani ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 25 | 2021 |
| Real-time binaural speech separation with preserved spatial cues C Han, Y Luo, N Mesgarani ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 25 | 2020 |
| Separating varying numbers of sources with auxiliary autoencoding loss Y Luo, N Mesgarani arXiv preprint arXiv:2003.12326, 2020 | 25 | 2020 |
| Online deep attractor network for real-time single-channel speech separation C Han, Y Luo, N Mesgarani ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 20 | 2019 |
| Music Source Activity Detection and Separation Using Deep Attractor Network. R Kumar, Y Luo, N Mesgarani Interspeech, 347-351, 2018 | 17 | 2018 |
| Dual-path RNN for long recording speech separation C Li, Y Luo, C Han, J Li, T Yoshioka, T Zhou, M Delcroix, K Kinoshita, ... 2021 IEEE Spoken Language Technology Workshop (SLT), 865-872, 2021 | 16 | 2021 |
| An end-to-end architecture of online multi-channel speech separation J Wu, Z Chen, J Li, T Yoshioka, Z Tan, E Lin, Y Luo, L Xie arXiv preprint arXiv:2009.03141, 2020 | 16 | 2020 |
| Speech separation using an asynchronous fully recurrent convolutional neural network X Hu, K Li, W Zhang, Y Luo, JM Lemercier, T Gerkmann Advances in Neural Information Processing Systems 34, 22509-22522, 2021 | 14 | 2021 |
Nima MesgaraniAssociate Professor, Columbia UniversityVerified email at ee.columbia.edu
