Real-time multichannel deep speech enhancement in hearing aids:
Comparing monaural and binaural processing in complex acoustic scenarios

Real-time multichannel deep speech enhancement in hearing aids: Comparing monaural and binaural processing in complex acoustic scenarios

3 May 2024

Nils L. Westhausen

Papers citing "Real-time multichannel deep speech enhancement in hearing aids: Comparing monaural and binaural processing in complex acoustic scenarios"

11 / 11 papers shown

Title
Binaural multichannel blind speaker separation with a causal low-latency and low-complexity approach Nils L. Westhausen Bernd T. Meyer BDL 58 4 0 08 Dec 2023
Restoring speech intelligibility for hearing aid users with deep learning P. U. Diehl Y. Singer Hannes Zilly U. Schonfeld Paul Meyer-Rachner Mark Berry Henning Sprekeler Elias Sprengel A. Pudszuhn V. Hofmann 31 20 0 23 Jun 2022
Deep Multi-Frame MVDR Filtering for Binaural Noise Reduction Marvin Tammen Simon Doclo 61 12 0 18 May 2022
Open community platform for hearing aid algorithm research: open Master Hearing Aid (openMHA) H. Kayser T. Herzke P. Maanen Max Zimmermann G. Grimm V. Hohmann VLM 10 27 0 03 Mar 2021
Towards efficient models for real-time deep noise suppression Sebastian Braun H. Gamper Chandan K. A. Reddy I. Tashev 49 108 0 22 Jan 2021
Group Communication with Context Codec for Lightweight Source Separation Yi Luo Cong Han N. Mesgarani 66 20 0 14 Dec 2020
AutoClip: Adaptive Gradient Clipping for Source Separation Networks Prem Seetharaman Gordon Wichern Bryan Pardo Jonathan Le Roux 59 34 0 25 Jul 2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results Chandan K. A. Reddy Vishak Gopal Ross Cutler Ebrahim Beyrami R. Cheng ... A. Aazami Sebastian Braun Puneet Rana Sriram Srinivasan J. Gehrke 92 316 0 16 May 2020
WHAM!: Extending Speech Separation to Noisy Environments Gordon Wichern J. Antognini Michael Flynn Licheng Richard Zhu E. McQuinn Dwight Crow Ethan Manilow Jonathan Le Roux 82 345 0 02 Jul 2019
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 150 3,130 0 15 Dec 2017
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014