OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE-ACM Transactions on Audio Speech and Language Processing is 29. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)

Article	Citations
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units	559
Pre-Training With Whole Word Masking for Chinese BERT	428
TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech	122
An Overview of Voice Conversion and Its Challenges: From Statistical Modeling to Deep Learning	120
An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation	111
CTNet: Conversational Transformer Network for Emotion Recognition	101
FSD50K: An Open Dataset of Human-Labeled Sound Events	94
Dense CNN With Self-Attention for Time-Domain Speech Enhancement	91
Wavesplit: End-to-End Speech Separation by Speaker Clustering	88
Two Heads are Better Than One: A Two-Stage Complex Spectral Mapping Approach for Monaural Speech Enhancement	72
SoundStream: An End-to-End Neural Audio Codec	56
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network	53
PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation	50
Robust Sound Source Tracking Using SRP-PHAT and 3D Convolutional Neural Networks	49
Gated Recurrent Fusion With Joint Training Framework for Robust End-to-End Speech Recognition	48
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019	45
Analyzing Multimodal Sentiment Via Acoustic- and Visual-LSTM With Channel-Aware Temporal Convolution Network	44
FluentNet: End-to-End Detection of Stuttered Speech Disfluencies With Deep Learning	42
Towards Model Compression for Deep Learning Based Speech Enhancement	39
The Detection of Parkinson's Disease From Speech Using Voice Source Information	39
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation	38
Multiple Source Direction of Arrival Estimations Using Relative Sound Pressure Based MUSIC	33
Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks	33
A Cross-Entropy-Guided Measure (CEGM) for Assessing Speech Recognition Performance and Optimizing DNN-Based Speech Enhancement	32
Bridging Text and Video: A Universal Multimodal Transformer for Audio-Visual Scene-Aware Dialog	31

Transfer Learning From Speech Synthesis to Voice Conversion With Non-Parallel Training Data	30
MsEmoTTS: Multi-Scale Emotion Transfer, Prediction, and Control for Emotional Speech Synthesis	30
Speech Emotion Recognition Considering Nonverbal Vocalization in Affective Conversations	29
Steering Study of Linear Differential Microphone Arrays	29
Audio-Visual Deep Neural Network for Robust Person Verification	29