Personalized Speech Enhancement: New Models and Comprehensive Evaluation

18 October 2021

Papers citing "Personalized Speech Enhancement: New Models and Comprehensive Evaluation"

42 / 42 papers shown

Title
TS-SUPERB: A Target Speech Processing Benchmark for Speech Self-Supervised Learning Models Junyi Peng Takanori Ashihara Marc Delcroix Tsubasa Ochiai Oldrich Plchot Shoko Araki J. Černocký ELM 29 0 0 10 May 2025
Spatial Speech Translation: Translating Across Space With Binaural Hearables Tuochao Chen Qirui Wang Runlin He Shyam Gollakota 31 0 0 25 Apr 2025
Bayesian Cox model with graph-structured variable selection priors for multi-omics biomarker identification Tobias Østmo Hermansen M. Zucknick Zhi Zhao 58 0 0 17 Mar 2025
Optimal Transport Maps are Good Voice Converters Arip Asadulaev Rostislav Korst V. Shutov Alexander Korotin Yaroslav Grebnyak Vahe Egiazarian E. Burnaev OT 40 1 0 17 Oct 2024
Attention-Based Beamformer For Multi-Channel Speech Enhancement Jinglin Bai Hao Li Xueliang Zhang Fei Chen 20 0 0 10 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 40 1 0 01 Jul 2024
Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition Guinan Li Jiajun Deng Youjun Chen Mengzhe Geng Shujie Hu ... Zengrui Jin Tianzi Wang Xurong Xie Helen Meng Xunying Liu VLM 34 0 0 14 Jun 2024
Personalized Speech Enhancement Without a Separate Speaker Embedding Model Tanel Pärnamaa Ando Saabas 41 1 0 14 Jun 2024
Look Once to Hear: Target Speech Hearing with Noisy Examples Bandhav Veluri Malek Itani Tuochao Chen Takuya Yoshioka Shyamnath Gollakota 40 14 0 10 May 2024
A lightweight dual-stage framework for personalized speech enhancement based on DeepFilterNet2 Thomas Serre Mathieu Fontaine Éric Benhaim Geoffroy Dutour S. Essid 26 0 0 11 Apr 2024
Hyperbolic Distance-Based Speech Separation Darius Petermann Minje Kim 45 4 0 07 Jan 2024
Semantic Hearing: Programming Acoustic Scenes with Binaural Hearables Bandhav Veluri Malek Itani Justin Chan Takuya Yoshioka Shyamnath Gollakota 28 15 0 01 Nov 2023
FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning Jaemin Shin Hyungjun Yoon Seungjoo Lee Sungjoon Park Yunxin Liu Jinho D. Choi Sung-Ju Lee 32 5 0 25 Oct 2023
An Exploration of Task-decoupling on Two-stage Neural Post Filter for Real-time Personalized Acoustic Echo Cancellation Zihan Zhang Jiayao Sun Xianjun Xia Ziqian Wang Xiaopeng Yan Yijian Xiao Lei Xie 30 0 0 07 Oct 2023
ReZero: Region-customizable Sound Extraction Rongzhi Gu Yi Luo 35 12 0 31 Aug 2023
SpeechX: Neural Codec Language Model as a Versatile Speech Transformer Xiaofei Wang Manthan Thakker Zhuo Chen Naoyuki Kanda Sefik Emre Eskimez Sanyuan Chen M. Tang Shujie Liu Jinyu Li Takuya Yoshioka 26 79 0 14 Aug 2023
Harmonic enhancement using learnable comb filter for light-weight full-band speech enhancement model Xiaohuai Le Tong Lei Li Chen Yiqing Guo Chao-Peng He ... Hua-Jing Gao Yijian Xiao Piao Ding Shenyi Song Jing Lu 26 4 0 01 Jun 2023
SVVAD: Personal Voice Activity Detection for Speaker Verification Zuheng Kang Jianzong Wang Junqing Peng Jing Xiao 11 2 0 31 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 17 10 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 28 82 0 21 Mar 2023
Target Sound Extraction with Variable Cross-modality Clues Chenda Li Yao Qian Zhuo Chen Dongmei Wang Takuya Yoshioka Shujie Liu Y. Qian Michael Zeng VLM 29 13 0 15 Mar 2023
X-SepFormer: End-to-end Speaker Extraction Network with Explicit Optimization on Speaker Confusion Kai Liu Z.C. Du Xucheng Wan Huan Zhou 50 18 0 09 Mar 2023
Neural Target Speech Extraction: An Overview Kateřina Žmolíková Marc Delcroix Tsubasa Ochiai K. Kinoshita JanHonza'' vCernocký Dong Yu 23 84 0 31 Jan 2023
Improving Target Speaker Extraction with Sparse LDA-transformed Speaker Embeddings Kai Liu Xucheng Wan Z.C. Du Huan Zhou VLM 27 1 0 16 Jan 2023
Array Configuration-Agnostic Personalized Speech Enhancement using Long-Short-Term Spatial Coherence Yicheng Hsu Yonghan Lee M. Bai 21 2 0 16 Nov 2022
The Potential of Neural Speech Synthesis-based Data Augmentation for Personalized Speech Enhancement Anastasia Kuznetsova Aswin Sivaraman Minje Kim 32 3 0 14 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 6 4 0 08 Nov 2022
Preserving background sound in noise-robust voice conversion via multi-task learning J.-H. Yao Yi Lei Qing Wang Pengcheng Guo Ziqian Ning Linfu Xie Hai Li Junhui Liu Danming Xie 31 10 0 06 Nov 2022
Breaking the trade-off in personalized speech enhancement with cross-task knowledge distillation H. Taherian Sefik Emre Eskimez Takuya Yoshioka 24 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 21 7 0 04 Nov 2022
Real-Time Target Sound Extraction Bandhav Veluri Justin Chan Malek Itani Tuochao Chen Takuya Yoshioka Shyamnath Gollakota 36 30 0 04 Nov 2022
Hierarchical speaker representation for target speaker extraction Shulin He Huaiwen Zhang Wei Rao Kanghao Zhang Yukai Ju Yang-Rui Yang Xueliang Zhang 34 3 0 28 Oct 2022
Quantitative Evidence on Overlooked Aspects of Enrollment Speaker Embeddings for Target Speaker Separation Xiaoyu Liu Xu Li Joan Serrà 44 9 0 23 Oct 2022
Multi-channel target speech enhancement based on ERB-scaled spatial coherence features Yicheng Hsu Yonghan Lee M. Bai 10 1 0 17 Jul 2022
LPCSE: Neural Speech Enhancement through Linear Predictive Coding Yang Liu Na Tang Xia Chu Yang Yang Jun Wang 25 1 0 14 Jun 2022
Personalized Acoustic Echo Cancellation for Full-duplex Communications Shimin Zhang Ziteng Wang Yukai Ju Yihui Fu Yueyue Na Q. Fu Linfu Xie 17 5 0 30 May 2022
Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation Manthan Thakker Sefik Emre Eskimez Takuya Yoshioka Huaming Wang 14 28 0 02 Apr 2022
PercepNet+: A Phase and SNR Aware PercepNet for Real-Time Speech Enhancement Xiaofeng Ge Jiangyu Han Yanhua Long Haixing Guan 28 7 0 04 Mar 2022
ICASSP 2022 Deep Noise Suppression Challenge Harishchandra Dubey Vishak Gopal Ross Cutler Chandan K. A. Reddy Sergiy Matusevych ... Sefik Emre Eskimez Manthan Thakker Sriram Srinivasan H. Gamper R. Aichner 11 188 0 27 Feb 2022
One model to enhance them all: array geometry agnostic multi-channel personalized speech enhancement H. Taherian Sefik Emre Eskimez Takuya Yoshioka Huaming Wang Zhuo Chen Xuedong Huang 30 21 0 20 Oct 2021
Efficient Personalized Speech Enhancement through Self-Supervised Learning Aswin Sivaraman Minje Kim 23 19 0 05 Apr 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 80 160 0 06 Jan 2021