Towards Sub-millisecond Latency Real-Time Speech Enhancement Models on Hearables

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Towards Sub-millisecond Latency Real-Time Speech Enhancement Models on Hearables

26 September 2024

Artem Dementyev

Chandan K. A. Reddy

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Papers citing "Towards Sub-millisecond Latency Real-Time Speech Enhancement Models on Hearables"

11 / 11 papers shown

Title
STFT-Domain Neural Speech Enhancement with Very Low Algorithmic Latency Zhong-Qiu Wang Gordon Wichern Shinji Watanabe Jonathan Le Roux 78 36 0 21 Apr 2022
Low-latency Monaural Speech Enhancement with Deep Filter-bank Equalizer C. Zheng Wenzhe Liu Andong Li Yuxuan Ke Xiaodong Li 47 12 0 14 Feb 2022
Deep neural network Based Low-latency Speech Separation with Asymmetric analysis-Synthesis Window Pair Shanshan Wang Gaurav Naithani Archontis Politis Tuomas Virtanen 52 10 0 22 Jun 2021
Interspeech 2021 Deep Noise Suppression Challenge Chandan K. A. Reddy Harishchandra Dubey K. Koishida A. Nair Vishak Gopal Ross Cutler Sebastian Braun H. Gamper R. Aichner Sriram Srinivasan AI4CE 115 164 0 06 Jan 2021
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors Chandan K. A. Reddy Vishak Gopal Ross Cutler 80 315 0 28 Oct 2020
TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids Igor Fedorov Marko Stamenovic Carl R. Jensen Li-Chia Yang Ari Mandell Yiming Gan Matthew Mattina P. Whatmough 50 98 0 20 May 2020
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation Yi Luo Zhuo Chen Takuya Yoshioka AI4TS 86 775 0 14 Oct 2019
Differentiable Consistency Constraints for Improved Deep Speech Enhancement Scott Wisdom J. Hershey K. Wilson J. Thorpe Michael Chinen Brian Patton Rif A. Saurous 38 119 0 20 Nov 2018
Exploring Tradeoffs in Models for Low-latency Speech Enhancement K. Wilson Michael Chinen J. Thorpe Brian Patton J. Hershey Rif A. Saurous Jan Skoglund R. Lyon 60 49 0 16 Nov 2018
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 155 1,205 0 06 Nov 2018
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference Benoit Jacob S. Kligys Bo Chen Menglong Zhu Matthew Tang Andrew G. Howard Hartwig Adam Dmitry Kalenichenko MQ 164 3,143 0 15 Dec 2017