Source separation with weakly labelled data: An approach to computational auditory scene analysis

6 February 2020

Yuxuan Wang

Papers citing "Source separation with weakly labelled data: An approach to computational auditory scene analysis"

31 / 31 papers shown

Title
Unleashing the Power of Natural Audio Featuring Multiple Sound Sources Xize Cheng Slytherin Wang Zehan Wang Rongjie Huang Tao Jin Zhou Zhao 42 0 0 24 Apr 2025
OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup Xize Cheng Siqi Zheng Zehan Wang Minghui Fang Ziang Zhang ... Z. Ma Shengpeng Ji Jialong Zuo Tao Jin Zhou Zhao 17 1 0 28 Oct 2024
Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation K. Chen Jiaqi Su Taylor Berg-Kirkpatrick Shlomo Dubnov Zeyu Jin 21 0 0 28 Aug 2024
CATSE: A Context-Aware Framework for Causal Target Sound Extraction Shrishail Baligar M. Kegler Bryce Irvin Marko Stamenovic Shawn Newsam 28 0 0 21 Mar 2024
Towards Weakly Supervised Text-to-Audio Grounding Xuenan Xu Ziyang Ma Mengyue Wu Kai Yu AI4TS 25 8 0 05 Jan 2024
Consistent and Relevant: Rethink the Query Embedding in General Sound Separation Yuanyuan Wang Hangting Chen Dongchao Yang Jianwei Yu Chao Weng Zhiyong Wu Helen M. Meng 12 6 0 24 Dec 2023
Audio Prompt Tuning for Universal Sound Separation Yuzhuo Liu Xubo Liu Yan Zhao Yuanyuan Wang Rui Xia Pingchuan Tain Yuxuan Wang VLM 24 5 0 30 Nov 2023
DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction Jiarui Hai Helin Wang Dongchao Yang Karan Thakkar Najim Dehak Mounya Elhilali DiffM 8 7 0 06 Oct 2023
Universal Source Separation with Weakly Labelled Data Qiuqiang Kong K. Chen Haohe Liu Xingjian Du Taylor Berg-Kirkpatrick Shlomo Dubnov Mark D. Plumbley 11 17 0 11 May 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 16 13 0 15 Mar 2023
CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos Hao-Wen Dong Naoya Takahashi Yuki Mitsufuji Julian McAuley Taylor Berg-Kirkpatrick VLM CLIP 19 24 0 14 Dec 2022
Real-Time Target Sound Extraction Bandhav Veluri Justin Chan Malek Itani Tuochao Chen Takuya Yoshioka Shyamnath Gollakota 25 29 0 04 Nov 2022
ConceptBeam: Concept Driven Target Speech Extraction Yasunori Ohishi Marc Delcroix Tsubasa Ochiai S. Araki Daiki Takeuchi Daisuke Niizumi Akisato Kimura N. Harada K. Kashino 23 18 0 25 Jul 2022
Distance-Based Sound Separation K. Patterson K. Wilson Scott Wisdom J. Hershey 11 20 0 01 Jul 2022
Text-Driven Separation of Arbitrary Sounds Kevin Kilgour Beat Gfeller Qingqing Huang A. Jansen Scott Wisdom Marco Tagliasacchi 14 30 0 12 Apr 2022
SoundBeam: Target sound extraction conditioned on sound-class labels and enrollment clues for increased performance and continuous learning Marc Delcroix Jorge Bennasar Vázquez Tsubasa Ochiai K. Kinoshita Yasunori Ohishi S. Araki VLM 17 31 0 08 Apr 2022
Improving Target Sound Extraction with Timestamp Information Helin Wang Dongchao Yang Chao Weng Jianwei Yu Yuexian Zou 12 8 0 02 Apr 2022
Separate What You Describe: Language-Queried Audio Source Separation Xubo Liu Haohe Liu Qiuqiang Kong Xinhao Mei Jinzheng Zhao Qiushi Huang Mark D. Plumbley Wenwu Wang 31 57 0 28 Mar 2022
Selective Pseudo-labeling and Class-wise Discriminative Fusion for Sound Event Detection Yunhao Liang Yanhua Long Yijie Li Jiaen Liang 11 3 0 04 Mar 2022
Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data Ke Chen Xingjian Du Bilei Zhu Zejun Ma Taylor Berg-Kirkpatrick Shlomo Dubnov 4 43 0 15 Dec 2021
Environmental Sound Extraction Using Onomatopoeic Words Yuki Okamoto Shota Horiguchi Masaaki Yamamoto Keisuke Imoto Y. Kawaguchi 9 9 0 01 Dec 2021
An Encoder-Decoder Based Audio Captioning System With Transfer and Reinforcement Learning Xinhao Mei Qiushi Huang Xubo Liu Gengyun Chen Jingqian Wu ... Tom Ko H. Tang Xingkun Shao Mark D. Plumbley Wenwu Wang 14 53 0 05 Aug 2021
Few-shot learning of new sound classes for target sound extraction Marc Delcroix Jorge Bennasar Vázquez Tsubasa Ochiai K. Kinoshita S. Araki VLM 10 11 0 14 Jun 2021
Weakly Supervised Source-Specific Sound Level Estimation in Noisy Soundscapes Aurora Cramer M. Cartwright Fatemeh Pishdadian J. P. Bello 13 2 0 06 May 2021
Speech enhancement with weakly labelled data from AudioSet Qiuqiang Kong Haohe Liu Xingjian Du Li Chen Rui Xia Yuxuan Wang 10 18 0 19 Feb 2021
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds Efthymios Tzinis Scott Wisdom A. Jansen Shawn Hershey Tal Remez D. Ellis J. Hershey 23 68 0 02 Nov 2020
What's All the FUSS About Free Universal Sound Separation Data? Scott Wisdom Hakan Erdogan D. Ellis Romain Serizel Nicolas Turpault Eduardo Fonseca Justin Salamon Prem Seetharaman J. Hershey 12 80 0 02 Nov 2020
Transcription Is All You Need: Learning to Separate Musical Mixtures with Score as Supervision Yun-Ning Hung G. Wichern Jonathan Le Roux 12 12 0 22 Oct 2020
Improving Sound Event Detection In Domestic Environments Using Sound Separation Nicolas Turpault Scott Wisdom Hakan Erdogan J. Hershey Romain Serizel Eduardo Fonseca Prem Seetharaman Justin Salamon 10 47 0 08 Jul 2020
Self-supervised Learning for Speech Enhancement Yuchun Wang Shrikant Venkataramani Paris Smaragdis SSL 8 31 0 18 Jun 2020
Listen to What You Want: Neural Network-based Universal Sound Selector Tsubasa Ochiai Marc Delcroix Yuma Koizumi Hiroaki Ito K. Kinoshita S. Araki 6 60 0 10 Jun 2020