IEEE-ACM Transactions on Audio Speech and Language Processing

Article	Citations
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units	577
Pre-Training With Whole Word Masking for Chinese BERT	441
TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech	125
An Overview of Voice Conversion and Its Challenges: From Statistical Modeling to Deep Learning	124
An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation	112
CTNet: Conversational Transformer Network for Emotion Recognition	107
FSD50K: An Open Dataset of Human-Labeled Sound Events	100
Dense CNN With Self-Attention for Time-Domain Speech Enhancement	93
Wavesplit: End-to-End Speech Separation by Speaker Clustering	89
Two Heads are Better Than One: A Two-Stage Complex Spectral Mapping Approach for Monaural Speech Enhancement	77
SoundStream: An End-to-End Neural Audio Codec	57
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network	55
PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation	53
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	43
The Detection of Parkinson's Disease From Speech Using Voice Source Information	42
Towards Model Compression for Deep Learning Based Speech Enhancement	41
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation	39
Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks	34
Multiple Source Direction of Arrival Estimations Using Relative Sound Pressure Based MUSIC	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

Audio-Visual Deep Neural Network for Robust Person Verification	30
Transfer Learning From Speech Synthesis to Voice Conversion With Non-Parallel Training Data	30
Speech Emotion Recognition Considering Nonverbal Vocalization in Affective Conversations	30
MsEmoTTS: Multi-Scale Emotion Transfer, Prediction, and Control for Emotional Speech Synthesis	30
Steering Study of Linear Differential Microphone Arrays	29
Expressive TTS Training With Frame and Style Reconstruction Loss	29
A Unified Target-Oriented Sequence-to-Sequence Model for Emotion-Cause Pair Extraction	28
Multi-Task Sequence Tagging for Emotion-Cause Pair Extraction Via Tag Distribution Refinement	28
High-Resolution Piano Transcription With Pedals by Regressing Onset and Offset Times	28
Block-Based High Performance CNN Architectures for Frame-Level Overlapping Speech Detection	28
Nearest Kronecker Product Decomposition Based Linear-in-The-Parameters Nonlinear Filters	28
Fast End-to-End Speech Recognition Via Non-Autoregressive Models and Cross-Modal Knowledge Transferring From BERT	27
Recent Progress in the CUHK Dysarthric Speech Recognition System	27
AudioLM: A Language Modeling Approach to Audio Generation	26
Objective Measures of Perceptual Audio Quality Reviewed: An Evaluation of Their Application Domain Dependence	26
Modified Magnitude-Phase Spectrum Information for Spoofing Detection	26
Neural Spectrospatial Filtering	25
Domain Invariant Feature Learning for Speaker-Independent Speech Emotion Recognition	25
Zero-Shot Audio Classification Via Semantic Embeddings	24
Information Fusion in Attention Networks Using Adaptive and Multi-Level Factorized Bilinear Pooling for Audio-Visual Emotion Recognition	24
Towards Duration Robust Weakly Supervised Sound Event Detection	24
Any-to-Many Voice Conversion With Location-Relative Sequence-to-Sequence Modeling	24
Pretraining Techniques for Sequence-to-Sequence Voice Conversion	24
Multimodal Sentiment Analysis With Two-Phase Multi-Task Learning	23
Multi-View Speech Emotion Recognition Via Collective Relation Construction	23
Towards Robust Speech Super-Resolution	22
DUMA: Reading Comprehension With Transposition Thinking	22
Self-Attending RNN for Speech Enhancement to Improve Cross-Corpus Generalization	22
Multi-Classifier Interactive Learning for Ambiguous Speech Emotion Recognition	22
Encoder-Decoder Based Attractors for End-to-End Neural Diarization	21
Optimal Output-Constrained Active Noise Control Based on Inverse Adaptive Modeling Leak Factor Estimate	21
ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild	21
Deep Learning-Based Non-Intrusive Multi-Objective Speech Assessment Model With Cross-Domain Features	21
Kronecker Product Multichannel Linear Filtering for Adaptive Weighted Prediction Error-Based Speech Dereverberation	21
DBT-Net: Dual-Branch Federative Magnitude and Phase Estimation With Attention-in-Attention Transformer for Monaural Speech Enhancement	21
Deep Learning Based Real-Time Speech Enhancement for Dual-Microphone Mobile Phones	20
A Joint Diagonalization Based Efficient Approach to Underdetermined Blind Audio Source Separation Using the Multichannel Wiener Filter	20
Neural Network Adaptation and Data Augmentation for Multi-Speaker Direction-of-Arrival Estimation	20
Multimodal Emotion Recognition With Temporal and Semantic Consistency	20
Voice Activity Detection in the Wild: A Data-Driven Approach Using Teacher-Student Training	20
Meta-TTS: Meta-Learning for Few-Shot Speaker Adaptive Text-to-Speech	20
Neonatal Bowel Sound Detection Using Convolutional Neural Network and Laplace Hidden Semi-Markov Model	19
Exploiting Adapters for Cross-Lingual Low-Resource Speech Recognition	19
High-Order Pair-Wise Aspect and Opinion Terms Extraction With Edge-Enhanced Syntactic Graph Convolution	19
Exploiting Morphological and Phonological Features to Improve Prosodic Phrasing for Mongolian Speech Synthesis	19
S-Vectors and TESA: Speaker Embeddings and a Speaker Authenticator Based on Transformer Encoder	19
Diffsound: Discrete Diffusion Model for Text-to-Sound Generation	18
Fast Generation of Sound Zones Using Variable Span Trade-Off Filters in the DFT-Domain	18
A Wave Digital Newton-Raphson Method for Virtual Analog Modeling of Audio Circuits with Multiple One-Port Nonlinearities	18
Drone Audition: Sound Source Localization Using On-Board Microphones	18

ISNet: Individual Standardization Network for Speech Emotion Recognition	18
Comparison of Feature Extraction Methods for Sound-Based Classification of Honey Bee Activity	18
Receptive Field Regularization Techniques for Audio Classification and Tagging With Deep Convolutional Neural Networks	17
Exploiting Temporal Context in CNN Based Multisource DOA Estimation	17
Systematic Review of Machine Learning Approaches for Detecting Developmental Stuttering	17
PhaseDCN: A Phase-Enhanced Dual-Path Dilated Convolutional Network for Single-Channel Speech Enhancement	17
Unsupervised Speech Enhancement Using Dynamical Variational Autoencoders	17
Group Communication With Context Codec for Lightweight Source Separation	17
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection	16
Many-to-Many Voice Transformer Network	16
Speech Enhancement and Dereverberation With Diffusion-Based Generative Models	16
Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation	16
Robust Q-Gradient Subband Adaptive Filter for Nonlinear Active Noise Control	15
On the Design of Differential Kronecker Product Beamformers	15
Fundamental Approaches to Robust Differential Beamforming With High Directivity Factors	15
Desynchronization Attacks Resilient Watermarking Method Based on Frequency Singular Value Coefficient Modification	15
Improving Chinese Named Entity Recognition by Large-Scale Syntactic Dependency Graph	15
Sinsy: A Deep Neural Network-Based Singing Voice Synthesis System	15
Beamforming with Cube Microphone Arrays Via Kronecker Product Decompositions	15
On the Robustness of the Superdirective Beamformer	15
The Weighted Cross-Modal Attention Mechanism With Sentiment Prediction Auxiliary Task for Multimodal Sentiment Analysis	15
Multi-Source DOA Estimation in Reverberant Environments by Jointing Detection and Modeling of Time-Frequency Points	15
Determined BSS Based on Time-Frequency Masking and Its Application to Harmonic Vector Analysis	15
Reinforcement Learning-Based Dialogue Guided Event Extraction to Exploit Argument Relations	15
Multi-Tone Phase Coding of Interaural Time Difference for Sound Source Localization With Spiking Neural Networks	15
Affine Projection Algorithm Over Acoustic Sensor Networks for Active Noise Control	15
LSBert: Lexical Simplification Based on BERT	14
Contrastive Information Extraction With Generative Transformer	14
Room Acoustical Parameter Estimation From Room Impulse Responses Using Deep Neural Networks	14
Deep Selective Memory Network With Selective Attention and Inter-Aspect Modeling for Aspect Level Sentiment Classification	14
Speech Emotion Recognition Using Sequential Capsule Networks	14
Audio-Visual Multi-Channel Integration and Recognition of Overlapped Speech	14
Cascaded Random Fourier Filter for Robust Nonlinear Active Noise Control	14
Binaural Reproduction Based on Bilateral Ambisonics and Ear-Aligned HRTFs	14
Quasi-Periodic Parallel WaveGAN: A Non-Autoregressive Raw Waveform Generative Model With Pitch-Dependent Dilated Convolution Neural Network	14
Double-Cross-Correlation Processing for Blind Sampling-Rate and Time-Offset Estimation	13
Generating Images From Spoken Descriptions	13
Insights Into Deep Non-Linear Filters for Improved Multi-Channel Speech Enhancement	13
Cross-Speaker Emotion Disentangling and Transfer for End-to-End Speech Synthesis	13
Multi-Channel Multi-Frame ADL-MVDR for Target Speech Separation	13
Enhancing Segment-Based Speech Emotion Recognition by Iterative Self-Learning	13
Phoneme-Unit-Specific Time-Delay Neural Network for Speaker Verification	13
Identification of Room Acoustic Impulse Responses via Kronecker Product Decompositions	13
Multichannel Blind Source Separation Based on Evanescent-Region-Aware Non-Negative Tensor Factorization in Spherical Harmonic Domain	13
Knowing Where to Leverage: Context-Aware Graph Convolutional Network With an Adaptive Fusion Layer for Contextual Spoken Language Understanding	13
A Four-Stage Data Augmentation Approach to ResNet-Conformer Based Acoustic Modeling for Sound Event Localization and Detection	13
On Improved Training of CNN for Acoustic Source Localisation	13
Multi-Source Domain Adaptation for Text-Independent Forensic Speaker Recognition	13
Robust Voice Feature Selection Using Interval Type-2 Fuzzy AHP for Automated Diagnosis of Parkinson's Disease	12
Convolutive Transfer Function-Based Multichannel Nonnegative Matrix Factorization for Overdetermined Blind Source Separation	12
Learning Deep Direct-Path Relative Transfer Function for Binaural Sound Source Localization	12
Neural Cascade Architecture With Triple-Domain Loss for Speech Enhancement	12
A Novel Approach for Improved Noise Reduction Performance in Feed-Forward Active Noise Control Systems With (Loudspeaker) Saturation Non-Linearity in the Secondary Path	12
Diverse Distractor Generation for Constructing High-Quality Multiple Choice Questions	12
A Study on Reference Microphone Selection for Multi-Microphone Speech Enhancement	12
Spatial Active Noise Control Based on Kernel Interpolation of Sound Field	12
SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement	12
Mixed Source Sound Field Translation for Virtual Binaural Application With Perceptual Validation	12
Automatic Lyrics Transcription of Polyphonic Music With Lyrics-Chord Multi-Task Learning	12
Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation	12
Deformable Self-Attention for Text Classification	12
Deep Normalization for Speaker Vectors	12
Proximal Normalized Subband Adaptive Filtering for Acoustic Echo Cancellation	12
Speech Intelligibility Prediction Using Spectro-Temporal Modulation Analysis	12
Neural Cascade Architecture for Multi-Channel Acoustic Echo Suppression	12
Enhancement of Noisy Reverberant Speech Using Polynomial Matrix Eigenvalue Decomposition	12
Affine-Projection-Like Maximum Correntropy Criteria Algorithm for Robust Active Noise Control	12
Detection of Multiple Steganography Methods in Compressed Speech Based on Code Element Embedding, Bi-LSTM and CNN With Attention Mechanisms	12
Efficient Combinatorial Optimization for Word-Level Adversarial Textual Attack	12
Robust Subband Adaptive Filter Algorithms-Based Mixture Correntropy and Application to Acoustic Echo Cancellation	12
Generation of Personal Sound Zones With Physical Meaningful Constraints and Conjugate Gradient Method	12
Improved Lite Audio-Visual Speech Enhancement	12
End-to-End Speech Recognition: A Survey	12
Improving Skip-Gram Embeddings Using BERT	11
TutorNet: Towards Flexible Knowledge Distillation for End-to-End Speech Recognition	11
Multiple Acoustic Source Localization in Microphone Array Networks	11
Hierarchical Neighbor Propagation With Bidirectional Graph Attention Network for Relation Prediction	11
Modeling Future Cost for Neural Machine Translation	11
Target Speaker Verification With Selective Auditory Attention for Single and Multi-Talker Speech	11
A Deep Adaptation Network for Speech Enhancement: Combining a Relativistic Discriminator With Multi-Kernel Maximum Mean Discrepancy	11

Speech Reconstruction With Reminiscent Sound Via Visual Voice Memory	11
Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning	11
Meta-Learning With Latent Space Clustering in Generative Adversarial Network for Speaker Diarization	11
Distributed Combined Acoustic Echo Cancellation and Noise Reduction in Wireless Acoustic Sensor and Actuator Networks	11
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs	11
Differentiable Artificial Reverberation	11
ETEH: Unified Attention-Based End-to-End ASR and KWS Architecture	11
Sparsity-Based Audio Declipping Methods: Selected Overview, New Algorithms, and Large-Scale Evaluation	11
Sarcasm Detection with Commonsense Knowledge	11
TDOA-Based Robust Sound Source Localization With Sparse Regularization in Wireless Acoustic Sensor Networks	10
A Time-Frequency Attention Module for Neural Speech Enhancement	10
Language-Independent Approach for Automatic Computation of Vowel Articulation Features in Dysarthric Speech Assessment	10
Evolving Multi-Resolution Pooling CNN for Monaural Singing Voice Separation	10
End-to-End Speaker Verification via Curriculum Bipartite Ranking Weighted Binary Cross-Entropy	10
Inference Skipping for More Efficient Real-Time Speech Enhancement With Parallel RNNs	10
Live Streaming Speech Recognition Using Deep Bidirectional LSTM Acoustic Models and Interpolated Language Models	10
Wave Digital Modeling and Implementation of Nonlinear Audio Circuits With Nullors	10
Sensor Selection for Relative Acoustic Transfer Function Steered Linearly-Constrained Beamformers	10
Unsupervised Speech Segmentation and Variable Rate Representation Learning Using Segmental Contrastive Predictive Coding	10
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation	10
Cognitive Load Estimation From Speech Commands to Simulated Aircraft	10
Extracting and Predicting Word-Level Style Variations for Speech Synthesis	10
Selective Listening by Synchronizing Speech With Lips	10
Meta-AF: Meta-Learning for Adaptive Filters	10
Low Latency Speech Enhancement for Hearing Aids Using Deep Filtering	10
Scalable and Efficient Neural Speech Coding: A Hybrid Design	10
Quasi-Periodic WaveNet: An Autoregressive Raw Waveform Generative Model With Pitch-Dependent Dilated Convolution Neural Network	10
Controlling Elevation and Azimuth Beamwidths With Concentric Circular Microphone Arrays	10
PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory	10
Conditioned Source Separation for Musical Instrument Performances	9
Improving Automatic Speech Recognition and Speech Translation via Word Embedding Prediction	9
Multi-Channel Talker-Independent Speaker Separation Through Location-Based Training	9
Improved Speech Enhancement Considering Speech PSD Uncertainty	9
Relation Extraction in Dialogues: A Deep Learning Model Based on the Generality and Specialty of Dialogue Text	9
Mixture Representation Learning for Deep Speaker Embedding	9
SBSim: A Sentence-BERT Similarity-Based Evaluation Metric for Indian Language Neural Machine Translation Systems	9
A Joint Model for Named Entity Recognition With Sentence-Level Entity Type Attentions	9
A Time-Domain Real-Valued Generalized Wiener Filter for Multi-Channel Neural Separation Systems	9
Bayesian Learning for Deep Neural Network Adaptation	9
Computation of Spherical Harmonic Representations of Source Directivity Based on the Finite-Distance Signature	9
On the Design of Sparse Arrays With Frequency-Invariant Beam Pattern	9
From LSAT: The Progress and Challenges of Complex Reasoning	9
Reconfigurable Nonuniform Filter Bank for Hearing Aid Systems	9
A Novel Loss Function and Training Strategy for Noise-Robust Keyword Spotting	9
Domain-Shift Conditioning Using Adaptable Filtering Via Hierarchical Embeddings for Robust Chinese Spell Check	9
Music Source Separation With Band-Split RNN	9
USEV: Universal Speaker Extraction With Visual Cue	9
Flexibly Focusing on Supporting Facts, Using Bridge Links, and Jointly Training Specialized Modules for Multi-Hop Question Answering	8
Language Agnostic Speaker Embedding for Cross-Lingual Personalized Speech Generation	8
Audio-Based Piano Performance Evaluation for Beginners With Convolutional Neural Network and Attention Mechanism	8
Adaptive Convolution for Semantic Role Labeling	8
Converting Foreign Accent Speech Without a Reference	8
Acoustic Source Localization in the Circular Harmonic Domain Using Deep Learning Architecture	8
Non-Autoregressive ASR Modeling Using Pre-Trained Language Models for Chinese Speech Recognition	8
Layer-Wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition	8
Multi-Turn Dialogue Reading Comprehension With Pivot Turns and Knowledge	8
Exemplar-Based Emotive Speech Synthesis	8
Review and Arrange: Curriculum Learning for Natural Language Understanding	8
Squared Sine Adaptive Algorithm and Its Performance Analysis	8
Passive Geometry Calibration for Microphone Arrays Based on Distributed Damped Newton Optimization	8
Directly Comparing the Listening Strategies of Humans and Machines	8
Counterfactually Fair Automatic Speech Recognition	8
Similarity Measurement of Segment-Level Speaker Embeddings in Speaker Diarization	8
Towards Energy-Preserving Natural Language Understanding With Spiking Neural Networks	8
M3S: Scene Graph Driven Multi-Granularity Multi-Task Learning for Multi-Modal NER	8
U-Shaped Transformer With Frequency-Band Aware Attention for Speech Enhancement	8
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning	8
STFT-Domain Neural Speech Enhancement With Very Low Algorithmic Latency	8
A Room Impulse Response Measurement Method Robust Towards Nonlinearities Based on Orthogonal Periodic Sequences	8
ARoBERT: An ASR Robust Pre-Trained Language Model for Spoken Language Understanding	8
Nonlinear Spatial Filtering in Multichannel Speech Enhancement	8
Regularized Phrase-Based Topic Model for Automatic Question Classification With Domain-Agnostic Class Labels	8
Spatial Active Noise Control in Rooms Using Higher Order Sources	8
Chinese Lexical Simplification	8
Bayesian Learning of LF-MMI Trained Time Delay Neural Networks for Speech Recognition	8
DNN-Based Mask Estimation for Distributed Speech Enhancement in Spatially Unconstrained Microphone Arrays	8
Switching Independent Vector Analysis and its Extension to Blind and Spatially Guided Convolutional Beamforming Algorithms	7
Deep Learning Approaches in Topics of Singing Information Processing	7
EfficientTDNN: Efficient Architecture Search for Speaker Recognition	7
Bayesian Neural Network Language Modeling for Speech Recognition	7
MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer With One Transformer VAE	7
SIFTER: A Framework for Robust Rumor Detection	7
Preordering Encoding on Transformer for Translation	7
Decoupled Multiple Speaker Direction-of-Arrival Estimator Under Reverberant Environments	7
The Temporal Limits Encoder as a Sound Coding Strategy for Bilateral Cochlear Implants	7
Deep Noise Suppression Maximizing Non-Differentiable PESQ Mediated by a Non-Intrusive PESQNet	7
Word-Region Alignment-Guided Multimodal Neural Machine Translation	7
Analysis and Calibration of Lombard Effect and Whisper for Speaker Recognition	7
Adaptive Adapters: An Efficient Way to Incorporate BERT Into Neural Machine Translation	7
Reference Knowledgeable Network for Machine Reading Comprehension	7
Generalized Hyperbolic Tangent Based Random Fourier Conjugate Gradient Filter for Nonlinear Active Noise Control	7
Monaural Speech Separation Using Speaker Embedding From Preliminary Separation	7
A Joint Speech Enhancement and Self-Supervised Representation Learning Framework for Noise-Robust Speech Recognition	7
A Graph-to-Sequence Learning Framework for Summarizing Opinionated Texts	7
General Robust Subband Adaptive Filtering: Algorithms and Applications	7