📰 IEEE/ACM Transactions on Audio Speech and Language Processing 2021 — papers

The works of IEEE/ACM Transactions on Audio Speech and Language Processing published in 2021 that our library holds (publisher: Institute of Electrical and Electronics Engineers): 2 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

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

1. HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden UnitsWei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai et al.2,919 citations · our summary
2. Pre-Training With Whole Word Masking for Chinese BERTYiming Cui, Wanxiang Che, Ting Liu et al.1,181 citations · our summary
3. SoundStream: An End-to-End Neural Audio CodecNeil Zeghidour, Alejandro Luebs, Ahmed Omran et al.610 citations · our summary
4. FSD50K: An Open Dataset of Human-Labeled Sound EventsEduardo Fonseca, Xavier Favory, Jordi Pons et al.449 citations
5. An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and SeparationDaniel Michelsanti, Zheng‐Hua Tan, Shi-Xiong Zhang et al.316 citations
6. TERA: Self-Supervised Learning of Transformer Encoder Representation for SpeechAndy T. Liu, Shang-Wen Li, Hung-yi Lee312 citations
7. CTNet: Conversational Transformer Network for Emotion RecognitionZheng Lian, Bin Liu, Jianhua Tao296 citations
8. Wavesplit: End-to-End Speech Separation by Speaker ClusteringNeil Zeghidour, David Grangier257 citations
9. Two Heads are Better Than One: A Two-Stage Complex Spectral Mapping Approach for Monaural Speech EnhancementAndong Li, Wenzhe Liu, Chengshi Zheng et al.192 citations
10. Dense CNN With Self-Attention for Time-Domain Speech EnhancementAshutosh Pandey, DeLiang Wang182 citations

All works of the year (281)

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

1. HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden UnitsWei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai et al.2,919 citations · our summary
2. Pre-Training With Whole Word Masking for Chinese BERTYiming Cui, Wanxiang Che, Ting Liu et al.1,181 citations · our summary
3. SoundStream: An End-to-End Neural Audio CodecNeil Zeghidour, Alejandro Luebs, Ahmed Omran et al.610 citations · our summary
4. FSD50K: An Open Dataset of Human-Labeled Sound EventsEduardo Fonseca, Xavier Favory, Jordi Pons et al.449 citations
5. An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and SeparationDaniel Michelsanti, Zheng‐Hua Tan, Shi-Xiong Zhang et al.316 citations
6. TERA: Self-Supervised Learning of Transformer Encoder Representation for SpeechAndy T. Liu, Shang-Wen Li, Hung-yi Lee312 citations
7. CTNet: Conversational Transformer Network for Emotion RecognitionZheng Lian, Bin Liu, Jianhua Tao296 citations
8. Wavesplit: End-to-End Speech Separation by Speaker ClusteringNeil Zeghidour, David Grangier257 citations
9. Two Heads are Better Than One: A Two-Stage Complex Spectral Mapping Approach for Monaural Speech EnhancementAndong Li, Wenzhe Liu, Chengshi Zheng et al.192 citations
10. Dense CNN With Self-Attention for Time-Domain Speech EnhancementAshutosh Pandey, DeLiang Wang182 citations
11. PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and AggregationYuan Gong, Yu-An Chung, James Glass162 citations
12. The Detection of Parkinson's Disease From Speech Using Voice Source InformationN. P. Narendra, Björn Wolfgang Schuller, Paavo Alku127 citations
13. FluentNet: End-to-End Detection of Stuttered Speech Disfluencies With Deep LearningTedd Kourkounakis, Amirhossein Hajavi, Ali Etemad109 citations
14. High-Resolution Piano Transcription With Pedals by Regressing Onset and Offset TimesQiuqiang Kong, Bochen Li, Xuchen Song et al.109 citations
15. Recent Progress in the CUHK Dysarthric Speech Recognition SystemShansong Liu, Mengzhe Geng, Shoukang Hu et al.95 citations
16. Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech SeparationZhong-Qiu Wang, Peidong Wang, DeLiang Wang90 citations
17. Analyzing Multimodal Sentiment Via Acoustic- and Visual-LSTM With Channel-Aware Temporal Convolution NetworkSijie Mai, Songlong Xing, Haifeng Hu88 citations
18. Expressive TTS Training With Frame and Style Reconstruction LossRui Liu, Berrak Şişman, Guanglai Gao et al.85 citations
19. Information Fusion in Attention Networks Using Adaptive and Multi-Level Factorized Bilinear Pooling for Audio-Visual Emotion RecognitionHengshun Zhou, Jun Du, Yuanyuan Zhang et al.84 citations
20. Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional NetworksJu Lin, Adriaan J. van Wijngaarden, Kuang‐Ching Wang et al.84 citations
21. Any-to-Many Voice Conversion With Location-Relative Sequence-to-Sequence ModelingSongxiang Liu, Yuewen Cao, Disong Wang et al.83 citations
22. Towards Model Compression for Deep Learning Based Speech EnhancementKe Tan, DeLiang Wang82 citations
23. Speech Emotion Recognition Considering Nonverbal Vocalization in Affective ConversationsJia-Hao Hsu, Ming-Hsiang Su, Chung‐Hsien Wu et al.77 citations
24. Multimodal Emotion Recognition With Temporal and Semantic ConsistencyBingzhi Chen, Qi Zhi Cao, Mi-Xiao Hou et al.71 citations
25. Objective Measures of Perceptual Audio Quality Reviewed: An Evaluation of Their Application Domain DependenceMatteo Torcoli, Thorsten Kastner, Jürgen Herre71 citations

See all 281 papers in IEEE/ACM Transactions on Audio Speech and Language Processing 2021 — papers →

📄 Works with our summary in our library (2)

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

1. HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden UnitsIEEE/ACM Transactions on Audio Speech and Language ProcessingWei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, et al.2021 · 3,446 citations
2. SoundStream: An End-to-End Neural Audio CodecIEEE/ACM Transactions on Audio Speech and Language ProcessingNeil Zeghidour, Alejandro Luebs, Ahmed Omran, et al.2021 · 727 citations

🧭 Top topics

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

🎙️Speech & spoken language (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 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.

🏢GoogleMountain View · United States1 work here🏢Google (Switzerland)Zurich · Switzerland1 work here🏢MetaMenlo Park · United States1 work here🎓Carnegie Mellon UniversityPittsburgh · United States1 work here

works and citations from OpenAlex and our library.

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