Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement
Network (E3Net) and Knowledge Distillation

Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation

2 April 2022

Manthan Thakker

Sefik Emre Eskimez

Takuya Yoshioka

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Papers citing "Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation"

19 / 19 papers shown

Title
I $^2$ S-TFCKD: Intra-Inter Set Knowledge Distillation with Time-Frequency Calibration for Speech Enhancement Jiaming Cheng Ruiyu Liang Chao Xu Ye Ni Wei Zhou Björn W. Schuller Xiaoshuai Hao 46 0 0 16 Jun 2025
Knowledge Distillation for Speech Denoising by Latent Representation Alignment with Cosine Distance Diep Luong Mikko Heikkinen Konstantinos Drossos Tuomas Virtanen 162 0 0 06 May 2025
Applications of Knowledge Distillation in Remote Sensing: A Survey Yassine Himeur N. Aburaed O. Elharrouss Iraklis Varlamis Shadi Atalla W. Mansoor Hussain Al Ahmad 96 4 0 18 Sep 2024
Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration with Improved Intelligibility Xiaoyu Liu Xu Li Joan Serrà Santiago Pascual 87 3 0 14 Sep 2024
SpeakerBeam-SS: Real-time Target Speaker Extraction with Lightweight Conv-TasNet and State Space Modeling Hiroshi Sato Takafumi Moriya Masato Mimura Shota Horiguchi Tsubasa Ochiai Takanori Ashihara Atsushi Ando Kentaro Shinayama Marc Delcroix 83 2 0 01 Jul 2024
A lightweight dual-stage framework for personalized speech enhancement based on DeepFilterNet2 Thomas Serre Mathieu Fontaine Éric Benhaim Geoffroy Dutour S. Essid 47 0 0 11 Apr 2024
Personalized Neural Speech Codec Inseon Jang Haici Yang Wootaek Lim Seung-Wha Beack Minje Kim 78 1 0 31 Mar 2024
Subnetwork-to-go: Elastic Neural Network with Dynamic Training and Customizable Inference Kai Li Yi Luo 69 4 0 06 Dec 2023
Causal Signal-Based DCCRN with Overlapped-Frame Prediction for Online Speech Enhancement Julitta Bartolewska Stanisław Kacprzak K. Kowalczyk 54 2 0 07 Sep 2023
ABC-KD: Attention-Based-Compression Knowledge Distillation for Deep Learning-Based Noise Suppression Yixin Wan Yuan-yuan Zhou Xiulian Peng Kai-Wei Chang Yan Lu 67 4 0 26 May 2023
PLCMOS -- a data-driven non-intrusive metric for the evaluation of packet loss concealment algorithms Lorenz Diener Marju Purin Sten Sootla Ando Saabas R. Aichner Ross Cutler 71 20 0 24 May 2023
Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation Loss Hiroshi Sato Ryo Masumura Tsubasa Ochiai Marc Delcroix Takafumi Moriya ... Kentaro Shinayama Saki Mizuno Mana Ihori Tomohiro Tanaka Nobukatsu Hojo 81 5 0 24 May 2023
Neural Speech Enhancement with Very Low Algorithmic Latency and Complexity via Integrated Full- and Sub-Band Modeling Zhongqiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe AI4TS 64 12 0 18 Apr 2023
ICASSP 2023 Deep Noise Suppression Challenge Harishchandra Dubey A. Aazami Vishak Gopal Sergiy Matusevych Sebastian Braun ... Sefik Emre Eskimez Manthan Thakker H. Gamper Takuya Yoshioka R. Aichner 92 96 0 21 Mar 2023
Array Configuration-Agnostic Personalized Speech Enhancement using Long-Short-Term Spatial Coherence Yicheng Hsu Yonghan Lee M. Bai 50 3 0 16 Nov 2022
Cross-Attention is all you need: Real-Time Streaming Transformers for Personalised Speech Enhancement Shucong Zhang Malcolm Chadwick Alberto Gil C. P. Ramos S. Bhattacharya 57 5 0 08 Nov 2022
Breaking the trade-off in personalized speech enhancement with cross-task knowledge distillation H. Taherian Sefik Emre Eskimez Takuya Yoshioka 55 1 0 05 Nov 2022
Real-Time Joint Personalized Speech Enhancement and Acoustic Echo Cancellation Sefik Emre Eskimez Takuya Yoshioka Alex Ju M. Tang Tanel Pärnamaa Huaming Wang 75 7 0 04 Nov 2022
Quantitative Evidence on Overlooked Aspects of Enrollment Speaker Embeddings for Target Speaker Separation Xiaoyu Liu Xu Li Joan Serrà 97 9 0 23 Oct 2022