IEEE-ACM Transactions on Audio Speech and Language Processing

Article	Citations
Representation Learning With Hidden Unit Clustering for Low Resource Speech Applications	330
Decorrelation in Feedback Delay Networks	246
CET2: Modelling Topic Transitions for Coherent and Engaging Knowledge-Grounded Conversations	232
WDEA: The Structure and Semantic Fusion With Wasserstein Distance for Low-Resource Language Entity Alignment	179
$\mathcal {P}$owMix: A Versatile Regularizer for Multimodal Sentiment Analysis	173
Towards Generating Diverse Audio Captions via Adversarial Training	164
MO-Transformer: Extract High-Level Relationship Between Words for Neural Machine Translation	154
A User-Centric Approach for Deep Residual-Echo Suppression in Double-Talk	133
Refining Synthesized Speech Using Speaker Information and Phone Masking for Data Augmentation of Speech Recognition	128
DropAttack: A Random Dropped Weight Attack Adversarial Training for Natural Language Understanding	111
Reverberant Source Separation Using NTF With Delayed Subsources and Spatial Priors	93
Audio-Only Phonetic Segment Classification Using Embeddings Learned From Audio and Ultrasound Tongue Imaging Data	86
Envelope-Based Multichannel Noise Reduction for Cochlear Implant Applications	83
Generalizing Speaker Verification for Spoof Awareness in the Embedding Space	81
Multi-Channel to Multi-Channel Noise Reduction and Reverberant Speech Preservation in Time-Varying Acoustic Scenes for Binaural Reproduction	74
Improvement of Accent Classification Models Through Grad-Transfer From Spectrograms and Gradient-Weighted Class Activation Mapping	71
Learning Discriminative Representations and Decision Boundaries for Open Intent Detection	70
Review of Methods for Automatic Speaker Verification	59
The VoxCeleb Speaker Recognition Challenge: A Retrospective	58
Enhancing Robustness of Speech Watermarking Using a Transformer-Based Framework Exploiting Acoustic Features	58
Efficient Lightweight Speaker Verification With Broadcasting CNN-Transformer and Knowledge Distillation Training of Self-Attention Maps	57
Attention-Based Speech Enhancement Using Human Quality Perception Modeling	55
AudioLM: A Language Modeling Approach to Audio Generation	52
Adaptive Multi-Domain Dialogue State Tracking on Spoken Conversations	49
Label-Correction Capsule Network for Hierarchical Text Classification	47

COVID-19 Detection via Fusion of Modulation Spectrum and Linear Prediction Speech Features	46
Implicit Self-Supervised Language Representation for Spoken Language Diarization	46
IEEE Signal Processing Society Information	42
Pronunciation Dictionary-Free Multilingual Speech Synthesis Using Learned Phonetic Representations	41
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization	41
Hate Speech Detection via Dual Contrastive Learning	40
Emotion Prediction Oriented Method With Multiple Supervisions for Emotion-Cause Pair Extraction	38
Audio-Visual Cross-Attention Network for Robotic Speaker Tracking	37
Source Separation of Piano Concertos Using Musically Motivated Augmentation Techniques	37
Blind Audio Bandwidth Extension: A Diffusion-Based Zero-Shot Approach	37
Sound Field Estimation Based on Physics-Constrained Kernel Interpolation Adapted to Environment	37
ReZero: Region-Customizable Sound Extraction	36
End-to-End Open Vocabulary Keyword Search With Multilingual Neural Representations	35
Phrase-Aware Financial Sentiment Analysis Based on Constituent Syntax	35
Complex-Domain Pitch Estimation Algorithm for Narrowband Speech Signals	35
Enhanced Multi-Domain Dialogue State Tracker With Second-Order Slot Interactions	35
Integrated Syntactic and Semantic Tree for Targeted Sentiment Classification Using Dual-Channel Graph Convolutional Network	34
Disentangled Text Representation Learning With Information-Theoretic Perspective for Adversarial Robustness	34
Predicting Level-Dependent Changes in Concurrent Vowel Scores Using the 2D-CNN Models	34
Spherically Steerable Vector Differential Microphone Arrays	33
Textless Unit-to-Unit Training for Many-to-Many Multilingual Speech-to-Speech Translation	33
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing	33
Knowledge-Guided Transformer for Joint Theme and Emotion Classification of Chinese Classical Poetry	33
Distinctive and Natural Speaker Anonymization via Singular Value Transformation-Assisted Matrix	33
Multi-Layer Combined Frequency and Periodicity Representations for Multi-Pitch Estimation of Multi-Instrument Music	32
Weighted Frequency Smoothing for Enhanced Speaker Localization	32
Unsupervised Music Source Separation Using Differentiable Parametric Source Models	32
Blind Identification of Ambisonic Reduced Room Impulse Response	32
Howling Detection and Gain Control for Speech Reinforcement in a Noisy Car Cabin Environment	32
Training a Singing Transcription Model Using Connectionist Temporal Classification Loss and Cross-Entropy Loss	32
Grouped Feedback Delay Networks With Frequency-Dependent Coupling	31
Artificial Vocal Learning Guided by Phoneme Recognition and Visual Information	31
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags	30
Tackling Interpretability in Audio Classification Networks With Non-negative Matrix Factorization	30
Generalized Hyperbolic Tangent Based Random Fourier Conjugate Gradient Filter for Nonlinear Active Noise Control	30
Learning Dynamic and Static Representations for Extrapolation-Based Temporal Knowledge Graph Reasoning	30
Magnitude-Corrected and Time-Aligned Interpolation of Head-Related Transfer Functions	30
FlowHash: Accelerating Audio Search With Balanced Hashing via Normalizing Flow	29
DiCLET-TTS: Diffusion Model Based Cross-Lingual Emotion Transfer for Text-to-Speech — A Study Between English and Mandarin	29
$F0$ Estimation and Voicing Detection With Cascade Architecture in Noisy Speech	29
Neural Multi-Channel and Multi-Microphone Acoustic Echo Cancellation	29
Multi-Grained Evidence Inference for Multi-Choice Reading Comprehension	28
Scalable-Complexity Steered Response Power Based on Low-Rank and Sparse Interpolation	28
MusicYOLO: A Vision-Based Framework for Automatic Singing Transcription	28
Decomposition-Based Wiener Filter Using the Kronecker Product and Conjugate Gradient Method	28
Learning to Perturb for Contrastive Learning of Unsupervised Sentence Representations	28
Cross-Modal Interaction via Reinforcement Feedback for Audio-Lyrics Retrieval	28
Unsupervised Disentanglement Learning Model for Exemplar-Guided Paraphrase Generation	27
PE-Wav2vec: A Prosody-Enhanced Speech Model for Self-Supervised Prosody Learning in TTS	27
An Analysis of Traditional Noise Power Spectral Density Estimators Based on the Gaussian Stochastic Volatility Model	27

Improving Speech Translation Accuracy and Time Efficiency With Fine-Tuned wav2vec 2.0-Based Speech Segmentation	27
Query-Efficient Black-Box Adversarial Attacks on Automatic Speech Recognition	27
Visually Grounded Few-Shot Word Learning in Low-Resource Settings	26
Towards Recognition for Radio-Echo Speech in Air Traffic Control: Dataset and a Contrastive Learning Approach	26
Refining History for Future-Aware Neural Machine Translation	26
Towards Lightweight Speaker Verification via Adaptive Neural Network Quantization	26
Anti-Aliasing Speech DOA Estimation Under Spatial Aliasing Conditions	26
CoNeTTE: An Efficient Audio Captioning System Leveraging Multiple Datasets With Task Embedding	25
A New Diffusion Filtered-X Affine Projection Algorithm: Performance Analysis and Application in Windy Environment	25
DiaPer: End-to-End Neural Diarization With Perceiver-Based Attractors	25
Audio-Visual End-to-End Multi-Channel Speech Separation, Dereverberation and Recognition	25
TDFNet: Transformer-Based Deep-Scale Fusion Network for Multimodal Emotion Recognition	25
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance	25
Unified Instance and Knowledge Alignment Pretraining for Aspect-Based Sentiment Analysis	25
Joint Multiscale Cross-Lingual Speaking Style Transfer With Bidirectional Attention Mechanism for Automatic Dubbing	25
Configurable EBEN: Extreme Bandwidth Extension Network to Enhance Body-Conducted Speech Capture	25
U-Shaped Transformer With Frequency-Band Aware Attention for Speech Enhancement	24
Enhancing Conformer-Based Sound Event Detection Using Frequency Dynamic Convolutions and BEATs Audio Embeddings	24
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs	24
The VoicePrivacy 2022 Challenge: Progress and Perspectives in Voice Anonymisation	24
ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification	23
Distance Metric-Based Open-Set Domain Adaptation for Speaker Verification	23
Multi-Channel Speech Separation Using Spatially Selective Deep Non-Linear Filters	23
Bayesian Parameter-Efficient Fine-Tuning for Overcoming Catastrophic Forgetting	23
Optimal Modal Decomposition for Directionally Biased Sound Field Recording	23
Attention-Based Encoder-Decoder End-to-End Neural Diarization With Embedding Enhancer	23
Active Discovering New Slots for Task-Oriented Conversation	23
Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information	23
Enhancing Paraphrase Question Generation With Prior Knowledge	22
A Perceptually Evaluated Signal Model: Collisions Between a Vibrating Object and an Obstacle	22
Hybrid-Frequency-Resolution Adaptive Kalman Filter for Online Identification of Long Acoustic Responses With Low Input-Output Latency	22
A CTC Alignment-Based Non-Autoregressive Transformer for End-to-End Automatic Speech Recognition	22
TriSAT: Trimodal Representation Learning for Multimodal Sentiment Analysis	22
Coefficients-Switched Normalized Least-Mean- Squares Adaption in Echo Canceler of Sparse-Echo-Path	22
Improving Non-Autoregressive Translation Quality With Pretrained Language Model, Embedding Distillation and Upsampling Strategy for CTC	21
BEHM-GAN: Bandwidth Extension of Historical Music Using Generative Adversarial Networks	21
Minimum Processing Near-End Listening Enhancement	21
Towards Improved Objective Perceptual Audio Quality Assessment - Part 1: A Novel Data-Driven Cognitive Model	21
Adversarial Multi-Task Learning for Mandarin Prosodic Boundary Prediction With Multi-Modal Embeddings	21
Higher-Order Stereophony	21
EchoScan: Scanning Complex Room Geometries via Acoustic Echoes	21
A Flexible Architecture Using Temporal, Spatial and Semantic Correlation-Based Algorithms for Story Segmentation of Broadcast News	21
Contrastive Learning for Target Speaker Extraction With Attention-Based Fusion	21
Multi-Source Discriminant Subspace Alignment for Cross-Domain Speech Emotion Recognition	20
A New Virtual Tracking Sub-Algorithm Based Hybrid Active Control System for Narrowband Noise With Impulsive Interference	20
SpeechLM: Enhanced Speech Pre-Training With Unpaired Textual Data	20
A Composite T60 Regression and Classification Approach for Speech Dereverberation	20
Consonant-Vowel Transition Models Based on Deep Learning for Objective Evaluation of Articulation	20
MOSA: Music Motion With Semantic Annotation Dataset for Cross-Modal Music Processing	20
MRC-PASCL: A Few-Shot Machine Reading Comprehension Approach via Post-Training and Answer Span-Oriented Contrastive Learning	20
Latent-Domain Predictive Neural Speech Coding	20
On the Predictive Power of Objective Intelligibility Metrics for the Subjective Performance of Deep Complex Convolutional Recurrent Speech Enhancement Networks	20
Multi-Source Localization Using Optimized Time-Frequency Representation and Sparsity Component Analysis	19
JMS-QA: A Joint Hierarchical Architecture for Mental Health Question Answering	19
LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification	19
Heterogeneous-Graph Reasoning With Context Paraphrase for Commonsense Question Answering	19
Meta-AF: Meta-Learning for Adaptive Filters	19
Operation-Augmented Numerical Reasoning for Question Answering	19
ZMM-TTS: Zero-Shot Multilingual and Multispeaker Speech Synthesis Conditioned on Self-Supervised Discrete Speech Representations	19
Speech Enhancement and Dereverberation With Diffusion-Based Generative Models	19
Joint Maximum Likelihood Estimation of Microphone Array Parameters for a Reverberant Single Source Scenario	19
List of Reviewers	19
Block-Based Perceptually Adaptive Sound Zones With Reproduction Error Constraints	18
Decomposed Meta-Learning for Few-Shot Sequence Labeling	18
Gradformer: A Framework for Multi-Aspect Multi-Granularity Pronunciation Assessment	18
Interrelate Training and Clustering for Online Speaker Diarization	18
RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition	18
Dynamic Prompt-Driven Zero-Shot Relation Extraction	18
Statistical Analysis for Speaker Recognition Evaluation With Data Dependence and Three Score Distributions	18
Cross-Domain Aspect-Based Sentiment Classification With Tripartite Graph Modeling	18
Empathetic Response Generation Based on Plug-and-Play Mechanism With Empathy Perturbation	18
En-HACN: Enhancing Hybrid Architecture With Fast Attention and Capsule Network for End-to-end Speech Recognition	18
FxLMS/F Based Tap Decomposed Adaptive Filter for Decentralized Active Noise Control System	17
Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria	17
Text-Inductive Graphone-Based Language Adaptation for Low-Resource Speech Synthesis	17
SinTechSVS: A Singing Technique Controllable Singing Voice Synthesis System	17
FTDKD: Frequency-Time Domain Knowledge Distillation for Low-Quality Compressed Audio Deepfake Detection	17
Uncertainty-Driven Knowledge Distillation for Language Model Compression	17
EmoInt-Trans: A Multimodal Transformer for Identifying Emotions and Intents in Social Conversations	17
Distributed Microphone Array Localization Problem via SDP-SOCP Method	17

Multi-Cue Guided Semi-Supervised Learning Toward Target Speaker Separation in Real Environments	17
Dynamic Convolutional Neural Networks as Efficient Pre-Trained Audio Models	17
Interpretable Spectrum Transformation Attacks to Speaker Recognition Systems	17
JoinER-BART: Joint Entity and Relation Extraction With Constrained Decoding, Representation Reuse and Fusion	17
Data-Centric Methods for Environmental Sound Classification With Limited Labels	16
Artist Similarity Based on Heterogeneous Graph Neural Networks	16
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR	16
Auffusion: Leveraging the Power of Diffusion and Large Language Models for Text-to-Audio Generation	16
Controllable Dialogue Generation With Disentangled Multi-Grained Style Specification and Attribute Consistency Reward	16
NoiseBandNet: Controllable Time-Varying Neural Synthesis of Sound Effects Using Filterbanks	16
Direct and Residual Subspace Decomposition of Spatial Room Impulse Responses	16
Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech	16
Automatic Detection of Speech Sound Disorder in Cantonese-Speaking Pre-School Children	16
Multi-Task Attentive Residual Networks for Argument Mining	16
Towards Unified Multi-Domain Machine Translation With Mixture of Domain Experts	16
Enhancing Low-Resource NLP by Consistency Training With Data and Model Perturbations	16
ELP-Adapters: Parameter Efficient Adapter Tuning for Various Speech Processing Tasks	16
Recent Trends in Deep Learning Based Textual Emotion Cause Extraction	15
Decoupling and Interacting Multi-Task Learning Network for Joint Speech and Accent Recognition	15
LegoNN: Building Modular Encoder-Decoder Models	15
WDSRL: Multi-Domain Neural Machine Translation With Word-Level Domain-Sensitive Representation Learning	15
Joint Dual Learning With Mutual Information Maximization for Natural Language Understanding and Generation in Dialogues	15
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning	15
Statistically Guided Near-End Speech Intelligibility Improvement Through Voice Transformation and Transfer Learning	15
STFF-SM: Steganalysis Model Based on Spatial and Temporal Feature Fusion for Speech Streams	15
Music Source Separation With Band-Split RNN	15
Adaptive Ensemble Self-Distillation With Consistent Gradients for Fast Inference of Pretrained Language Models	15