Concepedia

Yi Luo

YL

42

Publications

5.8K

Citations

22

H-Index

2017

Active since

Affiliations

Columbia University(Current)

Tencent (China)

Microsoft (United States)

Johns Hopkins University

Yi Luo is an author at Columbia University specializing in engineering, speech separation, and deep learning.

Top concepts

EngineeringSpeech SeparationSpeech RecognitionDeep LearningSpeech ProcessingSignal ProcessingMachine LearningComputer ScienceHealthSpeech Communication

Publications per year

2017–2025

42

Publications

42

Conv-TasNet: Surpassing Ideal Time–Frequency Magnitude Masking for Speech Separation

Yi Luo, Nima Mesgarani · IEEE/ACM Transactions on Audio Speech and Language Processing · 2019 · 1.9K citations · Full text

Dual-Path RNN: Efficient Long Sequence Modeling for Time-Domain Single-Channel Speech Separation

Yi Luo, Zhuo Chen, Takuya Yoshioka · 2020 · 730 citations

Source Separation, Recurrent Neural Network, Rnn Layers +14

TaSNet: Time-Domain Audio Separation Network for Real-Time, Single-Channel Speech Separation

Yi Luo, Nima Mesgarani · 2018 · 671 citations

Source Separation, Single-channel Speech Separation, Engineering +12

Deep attractor network for single-microphone speaker separation

Zhuo Chen, Yi Luo, Nima Mesgarani · 2017 · 428 citations · Full text

Speaker-Independent Speech Separation With Deep Attractor Network

Yi Luo, Zhuo Chen, Nima Mesgarani · IEEE/ACM Transactions on Audio Speech and Language Processing · 2018 · 270 citations · Full text

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