IEEE-ACM Transactions on Audio Speech and Language Processing

Article	Citations
Decorrelation in Feedback Delay Networks	367
CET2: Modelling Topic Transitions for Coherent and Engaging Knowledge-Grounded Conversations	282
WDEA: The Structure and Semantic Fusion With Wasserstein Distance for Low-Resource Language Entity Alignment	255
Towards Generating Diverse Audio Captions via Adversarial Training	199
MO-Transformer: Extract High-Level Relationship Between Words for Neural Machine Translation	195
DropAttack: A Random Dropped Weight Attack Adversarial Training for Natural Language Understanding	181
Reverberant Source Separation Using NTF With Delayed Subsources and Spatial Priors	179
Audio-Only Phonetic Segment Classification Using Embeddings Learned From Audio and Ultrasound Tongue Imaging Data	142
Generalizing Speaker Verification for Spoof Awareness in the Embedding Space	140
Multi-Channel to Multi-Channel Noise Reduction and Reverberant Speech Preservation in Time-Varying Acoustic Scenes for Binaural Reproduction	135
Review of Methods for Automatic Speaker Verification	114
Refining Synthesized Speech Using Speaker Information and Phone Masking for Data Augmentation of Speech Recognition	94
Improvement of Accent Classification Models Through Grad-Transfer From Spectrograms and Gradient-Weighted Class Activation Mapping	88
$\mathcal {P}$owMix: A Versatile Regularizer for Multimodal Sentiment Analysis	85
Envelope-Based Multichannel Noise Reduction for Cochlear Implant Applications	82
Efficient Lightweight Speaker Verification With Broadcasting CNN-Transformer and Knowledge Distillation Training of Self-Attention Maps	76
A User-Centric Approach for Deep Residual-Echo Suppression in Double-Talk	74
AudioLM: A Language Modeling Approach to Audio Generation	66
Learning Discriminative Representations and Decision Boundaries for Open Intent Detection	65
The VoxCeleb Speaker Recognition Challenge: A Retrospective	65
Enhancing Robustness of Speech Watermarking Using a Transformer-Based Framework Exploiting Acoustic Features	64
Attention-Based Speech Enhancement Using Human Quality Perception Modeling	61
Representation Learning With Hidden Unit Clustering for Low Resource Speech Applications	55
Adaptive Multi-Domain Dialogue State Tracking on Spoken Conversations	52
COVID-19 Detection via Fusion of Modulation Spectrum and Linear Prediction Speech Features	51

Pronunciation Dictionary-Free Multilingual Speech Synthesis Using Learned Phonetic Representations	49
IEEE Signal Processing Society Information	49
Emotion Prediction Oriented Method With Multiple Supervisions for Emotion-Cause Pair Extraction	48
Complex-Domain Pitch Estimation Algorithm for Narrowband Speech Signals	45
ReZero: Region-Customizable Sound Extraction	45
Disentangled Text Representation Learning With Information-Theoretic Perspective for Adversarial Robustness	45
Spherically Steerable Vector Differential Microphone Arrays	43
Implicit Self-Supervised Language Representation for Spoken Language Diarization	42
Enhanced Multi-Domain Dialogue State Tracker With Second-Order Slot Interactions	41
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing	41
Distinctive and Natural Speaker Anonymization via Singular Value Transformation-Assisted Matrix	40
Phrase-Aware Financial Sentiment Analysis Based on Constituent Syntax	40
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization	40
Predicting Level-Dependent Changes in Concurrent Vowel Scores Using the 2D-CNN Models	40
Textless Unit-to-Unit Training for Many-to-Many Multilingual Speech-to-Speech Translation	39
Integrated Syntactic and Semantic Tree for Targeted Sentiment Classification Using Dual-Channel Graph Convolutional Network	39
End-to-End Open Vocabulary Keyword Search With Multilingual Neural Representations	38
Source Separation of Piano Concertos Using Musically Motivated Augmentation Techniques	38
Knowledge-Guided Transformer for Joint Theme and Emotion Classification of Chinese Classical Poetry	37
Label-Correction Capsule Network for Hierarchical Text Classification	37
Blind Audio Bandwidth Extension: A Diffusion-Based Zero-Shot Approach	37
Sound Field Estimation Based on Physics-Constrained Kernel Interpolation Adapted to Environment	36
Howling Detection and Gain Control for Speech Reinforcement in a Noisy Car Cabin Environment	36
Audio-Visual Cross-Attention Network for Robotic Speaker Tracking	36
Blind Identification of Ambisonic Reduced Room Impulse Response	36
Hate Speech Detection via Dual Contrastive Learning	36
Weighted Frequency Smoothing for Enhanced Speaker Localization	35
Multi-Layer Combined Frequency and Periodicity Representations for Multi-Pitch Estimation of Multi-Instrument Music	35
Artificial Vocal Learning Guided by Phoneme Recognition and Visual Information	35
Training a Singing Transcription Model Using Connectionist Temporal Classification Loss and Cross-Entropy Loss	35
MusicYOLO: A Vision-Based Framework for Automatic Singing Transcription	35
Learning to Perturb for Contrastive Learning of Unsupervised Sentence Representations	34
Grouped Feedback Delay Networks With Frequency-Dependent Coupling	34
Multi-Grained Evidence Inference for Multi-Choice Reading Comprehension	34
FlowHash: Accelerating Audio Search With Balanced Hashing via Normalizing Flow	34
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags	33
Tackling Interpretability in Audio Classification Networks With Non-negative Matrix Factorization	33
DiCLET-TTS: Diffusion Model Based Cross-Lingual Emotion Transfer for Text-to-Speech — A Study Between English and Mandarin	33
Unsupervised Music Source Separation Using Differentiable Parametric Source Models	33
Magnitude-Corrected and Time-Aligned Interpolation of Head-Related Transfer Functions	33
$F0$ Estimation and Voicing Detection With Cascade Architecture in Noisy Speech	32
Neural Multi-Channel and Multi-Microphone Acoustic Echo Cancellation	32
Learning Dynamic and Static Representations for Extrapolation-Based Temporal Knowledge Graph Reasoning	32
PE-Wav2vec: A Prosody-Enhanced Speech Model for Self-Supervised Prosody Learning in TTS	31
Generalized Hyperbolic Tangent Based Random Fourier Conjugate Gradient Filter for Nonlinear Active Noise Control	31
Towards Recognition for Radio-Echo Speech in Air Traffic Control: Dataset and a Contrastive Learning Approach	31
Cross-Modal Interaction via Reinforcement Feedback for Audio-Lyrics Retrieval	31
Unsupervised Disentanglement Learning Model for Exemplar-Guided Paraphrase Generation	31
Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information	30
Anti-Aliasing Speech DOA Estimation Under Spatial Aliasing Conditions	30

Visually Grounded Few-Shot Word Learning in Low-Resource Settings	30
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs	29
Joint Multiscale Cross-Lingual Speaking Style Transfer With Bidirectional Attention Mechanism for Automatic Dubbing	29
Decomposition-Based Wiener Filter Using the Kronecker Product and Conjugate Gradient Method	29
Scalable-Complexity Steered Response Power Based on Low-Rank and Sparse Interpolation	29
CoNeTTE: An Efficient Audio Captioning System Leveraging Multiple Datasets With Task Embedding	28
Configurable EBEN: Extreme Bandwidth Extension Network to Enhance Body-Conducted Speech Capture	28
DiaPer: End-to-End Neural Diarization With Perceiver-Based Attractors	28
Attention-Based Encoder-Decoder End-to-End Neural Diarization With Embedding Enhancer	28
Unified Instance and Knowledge Alignment Pretraining for Aspect-Based Sentiment Analysis	28
Multi-Channel Speech Separation Using Spatially Selective Deep Non-Linear Filters	27
Bayesian Parameter-Efficient Fine-Tuning for Overcoming Catastrophic Forgetting	27
Query-Efficient Black-Box Adversarial Attacks on Automatic Speech Recognition	27
Enhancing Conformer-Based Sound Event Detection Using Frequency Dynamic Convolutions and BEATs Audio Embeddings	27
Improving Speech Translation Accuracy and Time Efficiency With Fine-Tuned wav2vec 2.0-Based Speech Segmentation	27
A New Diffusion Filtered-X Affine Projection Algorithm: Performance Analysis and Application in Windy Environment	26
ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification	26
Audio-Visual End-to-End Multi-Channel Speech Separation, Dereverberation and Recognition	26
An Analysis of Traditional Noise Power Spectral Density Estimators Based on the Gaussian Stochastic Volatility Model	26
Refining History for Future-Aware Neural Machine Translation	26
Active Discovering New Slots for Task-Oriented Conversation	25
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance	25
A Perceptually Evaluated Signal Model: Collisions Between a Vibrating Object and an Obstacle	25
Distance Metric-Based Open-Set Domain Adaptation for Speaker Verification	25
TDFNet: Transformer-Based Deep-Scale Fusion Network for Multimodal Emotion Recognition	25
The VoicePrivacy 2022 Challenge: Progress and Perspectives in Voice Anonymisation	25
Optimal Modal Decomposition for Directionally Biased Sound Field Recording	25
U-Shaped Transformer With Frequency-Band Aware Attention for Speech Enhancement	25
Towards Lightweight Speaker Verification via Adaptive Neural Network Quantization	25
TriSAT: Trimodal Representation Learning for Multimodal Sentiment Analysis	24
Contrastive Learning for Target Speaker Extraction With Attention-Based Fusion	24
Higher-Order Stereophony	24
Minimum Processing Near-End Listening Enhancement	24
BEHM-GAN: Bandwidth Extension of Historical Music Using Generative Adversarial Networks	24
Enhancing Paraphrase Question Generation With Prior Knowledge	24
EchoScan: Scanning Complex Room Geometries via Acoustic Echoes	23
A CTC Alignment-Based Non-Autoregressive Transformer for End-to-End Automatic Speech Recognition	23
Meta-AF: Meta-Learning for Adaptive Filters	23
Latent-Domain Predictive Neural Speech Coding	23
Coefficients-Switched Normalized Least-Mean- Squares Adaption in Echo Canceler of Sparse-Echo-Path	23
Towards Improved Objective Perceptual Audio Quality Assessment - Part 1: A Novel Data-Driven Cognitive Model	23
Consonant-Vowel Transition Models Based on Deep Learning for Objective Evaluation of Articulation	23
Hybrid-Frequency-Resolution Adaptive Kalman Filter for Online Identification of Long Acoustic Responses With Low Input-Output Latency	23
Adversarial Multi-Task Learning for Mandarin Prosodic Boundary Prediction With Multi-Modal Embeddings	23
MRC-PASCL: A Few-Shot Machine Reading Comprehension Approach via Post-Training and Answer Span-Oriented Contrastive Learning	23
Heterogeneous-Graph Reasoning With Context Paraphrase for Commonsense Question Answering	22
ZMM-TTS: Zero-Shot Multilingual and Multispeaker Speech Synthesis Conditioned on Self-Supervised Discrete Speech Representations	22
A Flexible Architecture Using Temporal, Spatial and Semantic Correlation-Based Algorithms for Story Segmentation of Broadcast News	22
On the Predictive Power of Objective Intelligibility Metrics for the Subjective Performance of Deep Complex Convolutional Recurrent Speech Enhancement Networks	22
A New Virtual Tracking Sub-Algorithm Based Hybrid Active Control System for Narrowband Noise With Impulsive Interference	22
MOSA: Music Motion With Semantic Annotation Dataset for Cross-Modal Music Processing	22
List of Reviewers	21
Improving Non-Autoregressive Translation Quality With Pretrained Language Model, Embedding Distillation and Upsampling Strategy for CTC	21
Multi-Source Localization Using Optimized Time-Frequency Representation and Sparsity Component Analysis	21
Statistical Analysis for Speaker Recognition Evaluation With Data Dependence and Three Score Distributions	21
Multi-Source Discriminant Subspace Alignment for Cross-Domain Speech Emotion Recognition	21
SpeechLM: Enhanced Speech Pre-Training With Unpaired Textual Data	21
Speech Enhancement and Dereverberation With Diffusion-Based Generative Models	21
Empathetic Response Generation Based on Plug-and-Play Mechanism With Empathy Perturbation	21
A Composite T60 Regression and Classification Approach for Speech Dereverberation	21
Block-Based Perceptually Adaptive Sound Zones With Reproduction Error Constraints	20
Dynamic Prompt-Driven Zero-Shot Relation Extraction	20
Cross-Domain Aspect-Based Sentiment Classification With Tripartite Graph Modeling	20
Decomposed Meta-Learning for Few-Shot Sequence Labeling	20
En-HACN: Enhancing Hybrid Architecture With Fast Attention and Capsule Network for End-to-end Speech Recognition	20
Operation-Augmented Numerical Reasoning for Question Answering	20
RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition	20
Joint Maximum Likelihood Estimation of Microphone Array Parameters for a Reverberant Single Source Scenario	19
Interrelate Training and Clustering for Online Speaker Diarization	19
FTDKD: Frequency-Time Domain Knowledge Distillation for Low-Quality Compressed Audio Deepfake Detection	19
Gradformer: A Framework for Multi-Aspect Multi-Granularity Pronunciation Assessment	19
Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria	19
Uncertainty-Driven Knowledge Distillation for Language Model Compression	19
Multi-Cue Guided Semi-Supervised Learning Toward Target Speaker Separation in Real Environments	19
LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification	19
Text-Inductive Graphone-Based Language Adaptation for Low-Resource Speech Synthesis	19
EmoInt-Trans: A Multimodal Transformer for Identifying Emotions and Intents in Social Conversations	19
JMS-QA: A Joint Hierarchical Architecture for Mental Health Question Answering	19
FxLMS/F Based Tap Decomposed Adaptive Filter for Decentralized Active Noise Control System	19
Dynamic Convolutional Neural Networks as Efficient Pre-Trained Audio Models	19

Joint Dual Learning With Mutual Information Maximization for Natural Language Understanding and Generation in Dialogues	19
Towards Unified Multi-Domain Machine Translation With Mixture of Domain Experts	18
Decoupling and Interacting Multi-Task Learning Network for Joint Speech and Accent Recognition	18
Artist Similarity Based on Heterogeneous Graph Neural Networks	18
Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech	18
NoiseBandNet: Controllable Time-Varying Neural Synthesis of Sound Effects Using Filterbanks	18
Enhancing Low-Resource NLP by Consistency Training With Data and Model Perturbations	18
JoinER-BART: Joint Entity and Relation Extraction With Constrained Decoding, Representation Reuse and Fusion	18
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR	18
Multi-Task Attentive Residual Networks for Argument Mining	17
Automatic Detection of Speech Sound Disorder in Cantonese-Speaking Pre-School Children	17
Direct and Residual Subspace Decomposition of Spatial Room Impulse Responses	17
Data-Centric Methods for Environmental Sound Classification With Limited Labels	17
Controllable Dialogue Generation With Disentangled Multi-Grained Style Specification and Attribute Consistency Reward	17
Distributed Microphone Array Localization Problem via SDP-SOCP Method	17
Auffusion: Leveraging the Power of Diffusion and Large Language Models for Text-to-Audio Generation	17
Adaptive Ensemble Self-Distillation With Consistent Gradients for Fast Inference of Pretrained Language Models	16
ELP-Adapters: Parameter Efficient Adapter Tuning for Various Speech Processing Tasks	16
STFF-SM: Steganalysis Model Based on Spatial and Temporal Feature Fusion for Speech Streams	16
WDSRL: Multi-Domain Neural Machine Translation With Word-Level Domain-Sensitive Representation Learning	16
Assessing the Generalization Gap of Learning-Based Speech Enhancement Systems in Noisy and Reverberant Environments	16
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training	16
Music Source Separation With Band-Split RNN	16
SinTechSVS: A Singing Technique Controllable Singing Voice Synthesis System	16
Recent Trends in Deep Learning Based Textual Emotion Cause Extraction	16
USDnet: Unsupervised Speech Dereverberation via Neural Forward Filtering	16
Statistically Guided Near-End Speech Intelligibility Improvement Through Voice Transformation and Transfer Learning	16
A Multi-Level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference	16
Interpretable Spectrum Transformation Attacks to Speaker Recognition Systems	16
Boosting Cross-Domain Speech Recognition With Self-Supervision	16
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning	16
Multi-Channel Conversational Speaker Separation via Neural Diarization	16