IEEE-ACM Transactions on Audio Speech and Language Processing

Article	Citations
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units	891
Pre-Training With Whole Word Masking for Chinese BERT	589
An Overview of Voice Conversion and Its Challenges: From Statistical Modeling to Deep Learning	166
TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech	155
FSD50K: An Open Dataset of Human-Labeled Sound Events	147
An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation	145
CTNet: Conversational Transformer Network for Emotion Recognition	129
SoundStream: An End-to-End Neural Audio Codec	119
Wavesplit: End-to-End Speech Separation by Speaker Clustering	107
Dense CNN With Self-Attention for Time-Domain Speech Enhancement	106
Two Heads are Better Than One: A Two-Stage Complex Spectral Mapping Approach for Monaural Speech Enhancement	97
AudioLM: A Language Modeling Approach to Audio Generation	91
PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation	73
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network	66
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019	66
Robust Sound Source Tracking Using SRP-PHAT and 3D Convolutional Neural Networks	58
Gated Recurrent Fusion With Joint Training Framework for Robust End-to-End Speech Recognition	57
ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild	55
The Detection of Parkinson's Disease From Speech Using Voice Source Information	55
Analyzing Multimodal Sentiment Via Acoustic- and Visual-LSTM With Channel-Aware Temporal Convolution Network	54
Towards Model Compression for Deep Learning Based Speech Enhancement	50
Diffsound: Discrete Diffusion Model for Text-to-Sound Generation	50
FluentNet: End-to-End Detection of Stuttered Speech Disfluencies With Deep Learning	49
Speech Enhancement and Dereverberation With Diffusion-Based Generative Models	48
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation	46

Neural Spectrospatial Filtering	41
Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks	40
A Cross-Entropy-Guided Measure (CEGM) for Assessing Speech Recognition Performance and Optimizing DNN-Based Speech Enhancement	40
Multiple Source Direction of Arrival Estimations Using Relative Sound Pressure Based MUSIC	40
Bridging Text and Video: A Universal Multimodal Transformer for Audio-Visual Scene-Aware Dialog	39
High-Resolution Piano Transcription With Pedals by Regressing Onset and Offset Times	39
Speech Emotion Recognition Considering Nonverbal Vocalization in Affective Conversations	38
Multimodal Sentiment Analysis With Two-Phase Multi-Task Learning	38
Information Fusion in Attention Networks Using Adaptive and Multi-Level Factorized Bilinear Pooling for Audio-Visual Emotion Recognition	37
Audio-Visual Deep Neural Network for Robust Person Verification	37
Fast End-to-End Speech Recognition Via Non-Autoregressive Models and Cross-Modal Knowledge Transferring From BERT	36
Recent Progress in the CUHK Dysarthric Speech Recognition System	36
MsEmoTTS: Multi-Scale Emotion Transfer, Prediction, and Control for Emotional Speech Synthesis	36
Steering Study of Linear Differential Microphone Arrays	35
End-to-End Speech Recognition: A Survey	35
Expressive TTS Training With Frame and Style Reconstruction Loss	35
Any-to-Many Voice Conversion With Location-Relative Sequence-to-Sequence Modeling	35
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation	34
Nearest Kronecker Product Decomposition Based Linear-in-The-Parameters Nonlinear Filters	34
Transfer Learning From Speech Synthesis to Voice Conversion With Non-Parallel Training Data	33
Unsupervised Speech Enhancement Using Dynamical Variational Autoencoders	33
Objective Measures of Perceptual Audio Quality Reviewed: An Evaluation of Their Application Domain Dependence	32
Domain Invariant Feature Learning for Speaker-Independent Speech Emotion Recognition	32
A Four-Stage Data Augmentation Approach to ResNet-Conformer Based Acoustic Modeling for Sound Event Localization and Detection	32
Music Source Separation With Band-Split RNN	31
Multi-Task Sequence Tagging for Emotion-Cause Pair Extraction Via Tag Distribution Refinement	30
A Unified Target-Oriented Sequence-to-Sequence Model for Emotion-Cause Pair Extraction	30
Exploiting Adapters for Cross-Lingual Low-Resource Speech Recognition	30
Modified Magnitude-Phase Spectrum Information for Spoofing Detection	30
Block-Based High Performance CNN Architectures for Frame-Level Overlapping Speech Detection	30
Towards Duration Robust Weakly Supervised Sound Event Detection	29
Zero-Shot Audio Classification Via Semantic Embeddings	29
Encoder-Decoder Based Attractors for End-to-End Neural Diarization	28
Multimodal Emotion Recognition With Temporal and Semantic Consistency	27
Deep Learning-Based Non-Intrusive Multi-Objective Speech Assessment Model With Cross-Domain Features	27
Pretraining Techniques for Sequence-to-Sequence Voice Conversion	27
Self-Attending RNN for Speech Enhancement to Improve Cross-Corpus Generalization	27
Multi-Classifier Interactive Learning for Ambiguous Speech Emotion Recognition	27
Towards Robust Speech Super-Resolution	27
Neural Network Adaptation and Data Augmentation for Multi-Speaker Direction-of-Arrival Estimation	26
Multi-View Speech Emotion Recognition Via Collective Relation Construction	26
DBT-Net: Dual-Branch Federative Magnitude and Phase Estimation With Attention-in-Attention Transformer for Monaural Speech Enhancement	25
Insights Into Deep Non-Linear Filters for Improved Multi-Channel Speech Enhancement	25
Kronecker Product Multichannel Linear Filtering for Adaptive Weighted Prediction Error-Based Speech Dereverberation	25
Voice Activity Detection in the Wild: A Data-Driven Approach Using Teacher-Student Training	25
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection	25
Meta-TTS: Meta-Learning for Few-Shot Speaker Adaptive Text-to-Speech	25
DUMA: Reading Comprehension With Transposition Thinking	25
ISNet: Individual Standardization Network for Speech Emotion Recognition	24
Selective Listening by Synchronizing Speech With Lips	24

Comparison of Feature Extraction Methods for Sound-Based Classification of Honey Bee Activity	23
Deep Learning Based Real-Time Speech Enhancement for Dual-Microphone Mobile Phones	23
Speech Emotion Recognition Using Sequential Capsule Networks	22
Exploiting Morphological and Phonological Features to Improve Prosodic Phrasing for Mongolian Speech Synthesis	22
Optimal Output-Constrained Active Noise Control Based on Inverse Adaptive Modeling Leak Factor Estimate	22
Contrastive Information Extraction With Generative Transformer	22
Drone Audition: Sound Source Localization Using On-Board Microphones	22
Robust Q-Gradient Subband Adaptive Filter for Nonlinear Active Noise Control	22
A Joint Diagonalization Based Efficient Approach to Underdetermined Blind Audio Source Separation Using the Multichannel Wiener Filter	22
Neonatal Bowel Sound Detection Using Convolutional Neural Network and Laplace Hidden Semi-Markov Model	21
Group Communication With Context Codec for Lightweight Source Separation	21
High-Order Pair-Wise Aspect and Opinion Terms Extraction With Edge-Enhanced Syntactic Graph Convolution	21
Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation	21
The Weighted Cross-Modal Attention Mechanism With Sentiment Prediction Auxiliary Task for Multimodal Sentiment Analysis	20
A Wave Digital Newton-Raphson Method for Virtual Analog Modeling of Audio Circuits with Multiple One-Port Nonlinearities	20
Improving Chinese Named Entity Recognition by Large-Scale Syntactic Dependency Graph	20
Desynchronization Attacks Resilient Watermarking Method Based on Frequency Singular Value Coefficient Modification	20
Systematic Review of Machine Learning Approaches for Detecting Developmental Stuttering	20
Receptive Field Regularization Techniques for Audio Classification and Tagging With Deep Convolutional Neural Networks	20
Multi-Tone Phase Coding of Interaural Time Difference for Sound Source Localization With Spiking Neural Networks	20
Reinforcement Learning-Based Dialogue Guided Event Extraction to Exploit Argument Relations	19
Exploiting Temporal Context in CNN Based Multisource DOA Estimation	19
S-Vectors and TESA: Speaker Embeddings and a Speaker Authenticator Based on Transformer Encoder	19
Sinsy: A Deep Neural Network-Based Singing Voice Synthesis System	19
On the Robustness of the Superdirective Beamformer	19
Hierarchical Neighbor Propagation With Bidirectional Graph Attention Network for Relation Prediction	19
Affine Projection Algorithm Over Acoustic Sensor Networks for Active Noise Control	19
Multi-Source DOA Estimation in Reverberant Environments by Jointing Detection and Modeling of Time-Frequency Points	19
Determined BSS Based on Time-Frequency Masking and Its Application to Harmonic Vector Analysis	19
Fundamental Approaches to Robust Differential Beamforming With High Directivity Factors	19
PhaseDCN: A Phase-Enhanced Dual-Path Dilated Convolutional Network for Single-Channel Speech Enhancement	19
A Time-Frequency Attention Module for Neural Speech Enhancement	19
Cascaded Random Fourier Filter for Robust Nonlinear Active Noise Control	19
SpeechFormer++: A Hierarchical Efficient Framework for Paralinguistic Speech Processing	18
Squared Sine Adaptive Algorithm and Its Performance Analysis	18
Identification of Room Acoustic Impulse Responses via Kronecker Product Decompositions	18
Mixed Source Sound Field Translation for Virtual Binaural Application With Perceptual Validation	18
Layer-Wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition	18
Proximal Normalized Subband Adaptive Filtering for Acoustic Echo Cancellation	18
Convolutive Transfer Function-Based Multichannel Nonnegative Matrix Factorization for Overdetermined Blind Source Separation	18
Sarcasm Detection with Commonsense Knowledge	18
Binaural Reproduction Based on Bilateral Ambisonics and Ear-Aligned HRTFs	18
Beamforming with Cube Microphone Arrays Via Kronecker Product Decompositions	18
Fast Generation of Sound Zones Using Variable Span Trade-Off Filters in the DFT-Domain	18
Detection of Multiple Steganography Methods in Compressed Speech Based on Code Element Embedding, Bi-LSTM and CNN With Attention Mechanisms	17
USEV: Universal Speaker Extraction With Visual Cue	17
Multi-Channel Multi-Frame ADL-MVDR for Target Speech Separation	17
Many-to-Many Voice Transformer Network	17
Neural Cascade Architecture for Multi-Channel Acoustic Echo Suppression	17
Multi-Source Domain Adaptation for Text-Independent Forensic Speaker Recognition	17
On the Design of Differential Kronecker Product Beamformers	17
Room Acoustical Parameter Estimation From Room Impulse Responses Using Deep Neural Networks	17
BYOL for Audio: Exploring Pre-Trained General-Purpose Audio Representations	16
SIFTER: A Framework for Robust Rumor Detection	16
M3S: Scene Graph Driven Multi-Granularity Multi-Task Learning for Multi-Modal NER	16
Efficient Combinatorial Optimization for Word-Level Adversarial Textual Attack	16
End-to-End Speaker Verification via Curriculum Bipartite Ranking Weighted Binary Cross-Entropy	16
Affine-Projection-Like Maximum Correntropy Criteria Algorithm for Robust Active Noise Control	16
Deep Selective Memory Network With Selective Attention and Inter-Aspect Modeling for Aspect Level Sentiment Classification	16
Deep Normalization for Speaker Vectors	16
WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research	16
Spatial Active Noise Control Based on Kernel Interpolation of Sound Field	16
Cross-Speaker Emotion Disentangling and Transfer for End-to-End Speech Synthesis	16
Enhancing Segment-Based Speech Emotion Recognition by Iterative Self-Learning	16
Deformable Self-Attention for Text Classification	16
LSBert: Lexical Simplification Based on BERT	15
Robust Subband Adaptive Filter Algorithms-Based Mixture Correntropy and Application to Acoustic Echo Cancellation	15
Quasi-Periodic Parallel WaveGAN: A Non-Autoregressive Raw Waveform Generative Model With Pitch-Dependent Dilated Convolution Neural Network	15
Target Speaker Verification With Selective Auditory Attention for Single and Multi-Talker Speech	15
Parametric Ambisonic Encoding of Arbitrary Microphone Arrays	15
Speech Reconstruction With Reminiscent Sound Via Visual Voice Memory	15
StoRM: A Diffusion-Based Stochastic Regeneration Model for Speech Enhancement and Dereverberation	15
Phoneme-Unit-Specific Time-Delay Neural Network for Speaker Verification	15
Audio-Visual Multi-Channel Integration and Recognition of Overlapped Speech	15
Improving Skip-Gram Embeddings Using BERT	14
A Novel Loss Function and Training Strategy for Noise-Robust Keyword Spotting	14
A Study on Reference Microphone Selection for Multi-Microphone Speech Enhancement	14
Robust Voice Feature Selection Using Interval Type-2 Fuzzy AHP for Automated Diagnosis of Parkinson's Disease	14
Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning	14
Multichannel Blind Source Separation Based on Evanescent-Region-Aware Non-Negative Tensor Factorization in Spherical Harmonic Domain	14

Knowing Where to Leverage: Context-Aware Graph Convolutional Network With an Adaptive Fusion Layer for Contextual Spoken Language Understanding	14
Learning Deep Direct-Path Relative Transfer Function for Binaural Sound Source Localization	14
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance	14
STFT-Domain Neural Speech Enhancement With Very Low Algorithmic Latency	14
Diverse Distractor Generation for Constructing High-Quality Multiple Choice Questions	14
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation	14
SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement	14
Meta-AF: Meta-Learning for Adaptive Filters	14
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs	14
A Time-Domain Real-Valued Generalized Wiener Filter for Multi-Channel Neural Separation Systems	14
Speech Intelligibility Prediction Using Spectro-Temporal Modulation Analysis	14
On Improved Training of CNN for Acoustic Source Localisation	14
Differentiable Artificial Reverberation	14
Conditioned Source Separation for Musical Instrument Performances	14
Automatic Lyrics Transcription of Polyphonic Music With Lyrics-Chord Multi-Task Learning	14
Generating Images From Spoken Descriptions	13
Unsupervised Speech Segmentation and Variable Rate Representation Learning Using Segmental Contrastive Predictive Coding	13
Language-Independent Approach for Automatic Computation of Vowel Articulation Features in Dysarthric Speech Assessment	13
Improved Lite Audio-Visual Speech Enhancement	13
Meta-Learning With Latent Space Clustering in Generative Adversarial Network for Speaker Diarization	13
Filtering and Refining: A Collaborative-Style Framework for Single-Channel Speech Enhancement	13
Non-Autoregressive ASR Modeling Using Pre-Trained Language Models for Chinese Speech Recognition	13
A Deep Adaptation Network for Speech Enhancement: Combining a Relativistic Discriminator With Multi-Kernel Maximum Mean Discrepancy	13
TutorNet: Towards Flexible Knowledge Distillation for End-to-End Speech Recognition	13
Learning Speech Emotion Representations in the Quaternion Domain	13
Inference Skipping for More Efficient Real-Time Speech Enhancement With Parallel RNNs	13
Double-Cross-Correlation Processing for Blind Sampling-Rate and Time-Offset Estimation	13
Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation	13
Generation of Personal Sound Zones With Physical Meaningful Constraints and Conjugate Gradient Method	13
A Novel Approach for Improved Noise Reduction Performance in Feed-Forward Active Noise Control Systems With (Loudspeaker) Saturation Non-Linearity in the Secondary Path	13
ETEH: Unified Attention-Based End-to-End ASR and KWS Architecture	13
Enhancement of Noisy Reverberant Speech Using Polynomial Matrix Eigenvalue Decomposition	13
TDOA-Based Robust Sound Source Localization With Sparse Regularization in Wireless Acoustic Sensor Networks	13
Sensor Selection for Relative Acoustic Transfer Function Steered Linearly-Constrained Beamformers	12
Neural Cascade Architecture With Triple-Domain Loss for Speech Enhancement	12
Decoupled Multiple Speaker Direction-of-Arrival Estimator Under Reverberant Environments	12
On the Design of 3D Steerable Beamformers With Uniform Concentric Circular Microphone Arrays	12
Audio-Visual Cross-Attention Network for Robotic Speaker Tracking	12
Modeling Future Cost for Neural Machine Translation	12
A Digital Twin Architecture for Wireless Networked Adaptive Active Noise Control	12
SkipConvGAN: Monaural Speech Dereverberation Using Generative Adversarial Networks via Complex Time-Frequency Masking	12
Quasi-Periodic WaveNet: An Autoregressive Raw Waveform Generative Model With Pitch-Dependent Dilated Convolution Neural Network	12
ARoBERT: An ASR Robust Pre-Trained Language Model for Spoken Language Understanding	12
Multiple Acoustic Source Localization in Microphone Array Networks	12
Acoustic Source Localization in the Circular Harmonic Domain Using Deep Learning Architecture	12
Towards Energy-Preserving Natural Language Understanding With Spiking Neural Networks	12
Multi-Channel Talker-Independent Speaker Separation Through Location-Based Training	12
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning	12
Scalable and Efficient Neural Speech Coding: A Hybrid Design	12
MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer With One Transformer VAE	12
A Joint Speech Enhancement and Self-Supervised Representation Learning Framework for Noise-Robust Speech Recognition	12
Live Streaming Speech Recognition Using Deep Bidirectional LSTM Acoustic Models and Interpolated Language Models	12
Computation of Spherical Harmonic Representations of Source Directivity Based on the Finite-Distance Signature	11
Adaptive Adapters: An Efficient Way to Incorporate BERT Into Neural Machine Translation	11
Extracting and Predicting Word-Level Style Variations for Speech Synthesis	11
SoundBeam: Target Sound Extraction Conditioned on Sound-Class Labels and Enrollment Clues for Increased Performance and Continuous Learning	11
Distributed Combined Acoustic Echo Cancellation and Noise Reduction in Wireless Acoustic Sensor and Actuator Networks	11
Incorporating Visual Information in Audio Based Self-Supervised Speaker Recognition	11
Deep Learning Approaches in Topics of Singing Information Processing	11
Domain-Shift Conditioning Using Adaptable Filtering Via Hierarchical Embeddings for Robust Chinese Spell Check	11
Cognitive Load Estimation From Speech Commands to Simulated Aircraft	11
Sparsity-Based Audio Declipping Methods: Selected Overview, New Algorithms, and Large-Scale Evaluation	11
Nonlinear Spatial Filtering in Multichannel Speech Enhancement	11
Incorporating BERT With Probability-Aware Gate for Spoken Language Understanding	11
Bayesian Learning of LF-MMI Trained Time Delay Neural Networks for Speech Recognition	11
U-Shaped Transformer With Frequency-Band Aware Attention for Speech Enhancement	11
Generalized Hyperbolic Tangent Based Random Fourier Conjugate Gradient Filter for Nonlinear Active Noise Control	11
Bayesian Neural Network Language Modeling for Speech Recognition	11
On the Design of Sparse Arrays With Frequency-Invariant Beam Pattern	11
Converting Foreign Accent Speech Without a Reference	11
Novel Architectures for Unsupervised Information Bottleneck Based Speaker Diarization of Meetings	11
Privacy and Utility of X-Vector Based Speaker Anonymization	11
A Joint Model for Named Entity Recognition With Sentence-Level Entity Type Attentions	11
Language Agnostic Speaker Embedding for Cross-Lingual Personalized Speech Generation	11
Evolving Multi-Resolution Pooling CNN for Monaural Singing Voice Separation	11
Improving Automatic Speech Recognition and Speech Translation via Word Embedding Prediction	10
Towards Contextual Spelling Correction for Customization of End-to-End Speech Recognition Systems	10
Improved Speech Enhancement Considering Speech PSD Uncertainty	10
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags	10
From LSAT: The Progress and Challenges of Complex Reasoning	10
PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory	10
Strong Labeling of Sound Events Using Crowdsourced Weak Labels and Annotator Competence Estimation	10
Chinese Lexical Simplification	10
Low Latency Speech Enhancement for Hearing Aids Using Deep Filtering	10
End-to-End Multi-Modal Speech Recognition on an Air and Bone Conducted Speech Corpus	10
Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition	10
Controlling Elevation and Azimuth Beamwidths With Concentric Circular Microphone Arrays	10
SBSim: A Sentence-BERT Similarity-Based Evaluation Metric for Indian Language Neural Machine Translation Systems	10
Reconfigurable Nonuniform Filter Bank for Hearing Aid Systems	10
DNN-Based Mask Estimation for Distributed Speech Enhancement in Spatially Unconstrained Microphone Arrays	10
Preordering Encoding on Transformer for Translation	10
Bayesian Learning for Deep Neural Network Adaptation	10
Word-Region Alignment-Guided Multimodal Neural Machine Translation	10
Retrieve-and-Edit Domain Adaptation for End2End Aspect Based Sentiment Analysis	10
AudioLDM 2: Learning Holistic Audio Generation With Self-Supervised Pretraining	10