📰 IEEE International Conference on Acoustics Speech and Signal Processing 2022 — accepted papers

IEEE International Conference on Acoustics Speech and Signal Processing 2022 is the 2022 edition of the IEEE International Conference on Acoustics Speech and Signal Processing. OpenAlex lists 1,872 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Mixed Transformer U-Net for Medical Image Segmentation ↗Hongyi Wang, Shiao Xie, Lanfen Lin et al.383 citations
2. AASIST: Audio Anti-Spoofing Using Integrated Spectro-Temporal Graph Attention Networks ↗Jee-weon Jung, Hee-Soo Heo, Hemlata Tak et al.373 citations
3. Audioclip: Extending Clip to Image, Text and Audio ↗Andrey Guzhov, Federico Raue, Jorn Hees et al.301 citations
4. HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection ↗Ke Chen, Xingjian Du, Bilei Zhu et al.269 citations
5. MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations ↗Dou Hu, Xiaolong Hou, Lingwei Wei et al.242 citations
6. Dnsmos P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors ↗Chandan K. A. Reddy, Vishak Gopal, Ross Cutler240 citations
7. Quantum Long Short-Term Memory ↗Samuel Yen-Chi Chen, Shinjae Yoo, Yao-Lung L. Fang233 citations
8. Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control ↗Mingyu Yang, Hun-Seok Kim189 citations
9. Automatic Depression Detection: an Emotional Audio-Textual Corpus and A Gru/Bilstm-Based Model ↗Ying Shen, Huiyu Yang, Lin Lin185 citations
10. Conditional Diffusion Probabilistic Model for Speech Enhancement ↗Yen-Ju Lu, Zhong-Qiu Wang, Shinji Watanabe et al.185 citations

All accepted papers (1,872)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. Mixed Transformer U-Net for Medical Image Segmentation ↗Hongyi Wang, Shiao Xie, Lanfen Lin et al.383 citations
2. AASIST: Audio Anti-Spoofing Using Integrated Spectro-Temporal Graph Attention Networks ↗Jee-weon Jung, Hee-Soo Heo, Hemlata Tak et al.373 citations
3. Audioclip: Extending Clip to Image, Text and Audio ↗Andrey Guzhov, Federico Raue, Jorn Hees et al.301 citations
4. HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection ↗Ke Chen, Xingjian Du, Bilei Zhu et al.269 citations
5. MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations ↗Dou Hu, Xiaolong Hou, Lingwei Wei et al.242 citations
6. Dnsmos P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors ↗Chandan K. A. Reddy, Vishak Gopal, Ross Cutler240 citations
7. Quantum Long Short-Term Memory ↗Samuel Yen-Chi Chen, Shinjae Yoo, Yao-Lung L. Fang233 citations
8. Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control ↗Mingyu Yang, Hun-Seok Kim189 citations
9. Automatic Depression Detection: an Emotional Audio-Textual Corpus and A Gru/Bilstm-Based Model ↗Ying Shen, Huiyu Yang, Lin Lin185 citations
10. Conditional Diffusion Probabilistic Model for Speech Enhancement ↗Yen-Ju Lu, Zhong-Qiu Wang, Shinji Watanabe et al.185 citations
11. Wav2CLIP: Learning Robust Audio Representations from Clip ↗Ho-Hsiang Wu, Prem Seetharaman, Kundan Kumar et al.182 citations
12. Speech Emotion Recognition with Co-Attention Based Multi-Level Acoustic Information ↗Heqing Zou, Yuke Si, Chen Chen et al.166 citations
13. ADD 2022: the first Audio Deep Synthesis Detection Challenge ↗Jiangyan Yi, Ruibo Fu, Jianhua Tao et al.163 citations
14. WENETSPEECH: A 10000+ Hours Multi-Domain Mandarin Corpus for Speech Recognition ↗Binbin Zhang, Hang Lv, Pengcheng Guo et al.155 citations
15. Icassp 2022 Deep Noise Suppression Challenge ↗Harishchandra Dubey, Vishak Gopal, Ross Cutler et al.147 citations
16. DPT-FSNet: Dual-Path Transformer Based Full-Band and Sub-Band Fusion Network for Speech Enhancement ↗Feng Dang, Hangting Chen, Pengyuan Zhang138 citations
17. Generalization Ability of MOS Prediction Networks ↗Erica Cooper, Wen-Chin Huang, Tomoki Toda et al.135 citations
18. Speech Emotion Recognition Using Self-Supervised Features ↗Edmilson Da Silva Morais, Ron Hoory, Weizhong Zhu et al.134 citations
19. Confidence-Aware Multi-Teacher Knowledge Distillation ↗Hailin Zhang, Defang Chen, Can Wang127 citations
20. TitaNet: Neural Model for Speaker Representation with 1D Depth-Wise Separable Convolutions and Global Context ↗Nithin Rao Koluguri, Taejin Park, Boris Ginsburg118 citations
21. Distilhubert: Speech Representation Learning by Layer-Wise Distillation of Hidden-Unit Bert ↗Heng-Jui Chang, Shu-Wen Yang, Hung-yi Lee115 citations
22. LIGHT-SERNET: A Lightweight Fully Convolutional Neural Network for Speech Emotion Recognition ↗Arya Aftab, Alireza Morsali, Shahrokh Ghaemmaghami et al.114 citations
23. The Dawn of Quantum Natural Language Processing ↗R. Di Sipio, Jia-Hong Huang, Samuel Yen-Chi Chen et al.114 citations
24. Deepfilternet: A Low Complexity Speech Enhancement Framework for Full-Band Audio Based On Deep Filtering ↗Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz et al.112 citations
25. FullSubNet+: Channel Attention Fullsubnet with Complex Spectrograms for Speech Enhancement ↗Jun Chen, Zilin Wang, Deyi Tuo et al.112 citations

See all 1,872 papers in IEEE International Conference on Acoustics Speech and Signal Processing 2022 — accepted papers →

📄 Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation AssessmentIEEE International Conference on Acoustics Speech and Signal ProcessingYuan Gong, Ziyi Chen, Iek-Heng Chu, et al.2022 · 59 citations
2. Study on the Fairness of Speaker Verification Systems on Underrepresented Accents in EnglishIEEE International Conference on Acoustics Speech and Signal ProcessingMariel Estevez, Luciana Ferrer2022 · 7 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

English (2)🛡️Bias, fairness & safety (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)💭Psychology (1)🤝Social Sciences (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🏛️Consejo Nacional de Investigaciones Científicas y TécnicasBuenos Aires · Argentina1 work here🎓Universidad de Buenos AiresBuenos Aires · Argentina1 work here🔬MIT Computer Science and Artificial Intelligence LaboratoryCambridge · United States1 work here🎓Massachusetts Institute of TechnologyCambridge · United States1 work here

works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/ieee-international-conference-on-acoustics-speech-and-signal-processing/2022/