Real-time Single-channel Dereverberation and Separation with Time-domainAudio Separation Network

ISCA Interspeech 2018 Yi LuoNima Mesgarani

We investigate the recently proposed Time-domain Audio Sep-aration Network (TasNet) in the task of real-time single-channel speech dereverberation. Unlike systems that take time-frequency representation of the audio as input, TasNet learns anadaptive front-end in replacement of the time-frequency rep-resentation by a time-domain convolutional non-negative au-toencoder... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Speech Separation wsj0-2mix TasNet v2 SI-SDRi 13.2 # 11

Methods used in the Paper