Looking Into Your Speech: Learning Cross-Modal Affinity for Audio-Visual Speech Separation
Jiyoung Lee, Soo-Whan Chung, Sunok Kim, Hong-Goo Kang, Kwanghoon Sohn
2021Year
11Top-tier citations
Abstract
Video Synchronized Video ahead of audio Figure 1: We wish to hear individual speech of a desired speaker only even if there is frame discontinuity in the audio-visual data. When audio and video segments are taken from different points in time (solid box), it is intuitively difficult to separate speech of each speaker compared to the aligned cases (dashed box). Best viewed in color.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext d8312a8f-dcf6-48ab-ad93-edae3b32ff92Cited by top-tier papers11
- Talking Head Generation with Probabilistic Audio-to-Visual Diffusion PriorsZhentao Yu, Zixin Yin, Deyu Zhou, Duomin Wang et al.ICCV 2023 · 65 citations
- IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech SeparationKai Li, Runxuan Yang, Fuchun Sun, Xiaolin HuICML 2024 · 28 citations
- Modality-Independent Teachers Meet Weakly-Supervised Audio-Visual Event ParserYung-Hsuan Lai, Yen-Chun Chen, Frank WangNeurIPS 2023 · 27 citations
- Reading to Listen at the Cocktail Party: Multi-Modal Speech SeparationAkam Rahimi, Triantafyllos Afouras, Andrew ZissermanCVPR 2022 · 21 citations
- RTFS-Net: Recurrent Time-Frequency Modelling for Efficient Audio-Visual Speech SeparationSamuel Pegg, Kai Li, Xiaolin HuICLR 2024 · 13 citations
Builds on2
Related papers
- VisualVoice: Audio-Visual Speech Separation With Cross-Modal ConsistencyRuohan Gao, Kristen GraumanCVPR 2021
- CATR: Combinatorial-Dependence Audio-Queried Transformer for Audio-Visual Video SegmentationKexin Li, Zongxin Yang, Lei Chen, Yi Yang et al.ACM MM 2023 · 58 citations
- Seeing Speech and Sound: Distinguishing and Locating Audio Sources in Visual ScenesHyeonggon Ryu, Seongyu Kim, Joon Son Chung, Arda SenocakCVPR 2025
- Audio-Visual Segmentation by Exploring Cross-Modal Mutual SemanticsChen Liu, Peike Patrick Li, Xingqun Qi, Hu Zhang et al.ACM MM 2023 · 33 citations
- RAVSS: Robust Audio-Visual Speech Separation in Multi-Speaker Scenarios with Missing Visual CuesTianrui Pan, Jie Liu, Bohan Wang, Jie Tang et al.ACM MM 2024 · 3 citations
