Yi Luo

Orcid: 0000-0002-7447-3885

Affiliations:
  • Columbia University, Department of Electrical Engineering, New York, NY, USA


According to our database1, Yi Luo authored at least 33 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Entire Chain Uplift Modeling with Context-Enhanced Learning for Intelligent Marketing.
CoRR, 2024

2023
Music Source Separation With Band-Split RNN.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

The Sound Demixing Challenge 2023 - Music Demixing Track.
CoRR, 2023

2022
A Time-Domain Real-Valued Generalized Wiener Filter for Multi-Channel Neural Separation Systems.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

2021
End-to-end Speech Separation with Neural Networks.
PhD thesis, 2021

Group Communication With Context Codec for Lightweight Source Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Integration of Speech Separation, Diarization, and Recognition for Multi-Speaker Meetings: System Description, Comparison, and Analysis.
Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Dual-Path RNN for Long Recording Speech Separation.
Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Distortion-Controlled Training for end-to-end Reverberant Speech Separation with Auxiliary Autoencoding Loss.
Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Continuous Speech Separation Using Speaker Inventory for Long Recording.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Dual-Path Modeling for Long Recording Speech Separation in Meetings.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Continuous Speech Separation Using Speaker Inventory for Long Multi-talker Recording.
CoRR, 2020

Group Communication with Context Codec for Ultra-Lightweight Source Separation.
CoRR, 2020

Rethinking the Separation Layers in Speech Separation Networks.
CoRR, 2020

Ultra-Lightweight Speech Separation via Group Communication.
CoRR, 2020

Continuous speech separation: dataset and analysis.
CoRR, 2020

An End-to-End Architecture of Online Multi-Channel Speech Separation.
Proceedings of the Interspeech 2020, 2020

Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss.
Proceedings of the Interspeech 2020, 2020

Dual-Path RNN: Efficient Long Sequence Modeling for Time-Domain Single-Channel Speech Separation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Real-Time Binaural Speech Separation with Preserved Spatial Cues.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Continuous Speech Separation: Dataset and Analysis.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Online Deep Attractor Network for Real-time Single-channel Speech Separation.
Proceedings of the IEEE International Conference on Acoustics, 2019

Augmented Time-frequency Mask Estimation in Cluster-based Source Separation Algorithms.
Proceedings of the IEEE International Conference on Acoustics, 2019

FaSNet: Low-Latency Adaptive Beamforming for Multi-Microphone Audio Processing.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018
Speaker-Independent Speech Separation With Deep Attractor Network.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation.
CoRR, 2018

Music Source Activity Detection and Separation Using Deep Attractor Network.
Proceedings of the Interspeech 2018, 2018

Real-time Single-channel Dereverberation and Separation with Time-domain Audio Separation Network.
Proceedings of the Interspeech 2018, 2018

TaSNet: Time-Domain Audio Separation Network for Real-Time, Single-Channel Speech Separation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Deep clustering and conventional networks for music separation: Stronger together.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Deep attractor network for single-microphone speaker separation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017


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