IEEE-ACM Transactions on Audio Speech and Language Processing

Article	Citations
Representation Learning With Hidden Unit Clustering for Low Resource Speech Applications	386
Decorrelation in Feedback Delay Networks	277
CET2: Modelling Topic Transitions for Coherent and Engaging Knowledge-Grounded Conversations	253
WDEA: The Structure and Semantic Fusion With Wasserstein Distance for Low-Resource Language Entity Alignment	172
$\mathcal {P}$owMix: A Versatile Regularizer for Multimodal Sentiment Analysis	154
Audio-Only Phonetic Segment Classification Using Embeddings Learned From Audio and Ultrasound Tongue Imaging Data	127
The Harmonic Shift Algorithm for Efficient Multi-Pitch Detection	123
Review of Methods for Automatic Speaker Verification	120
Towards Generating Diverse Audio Captions via Adversarial Training	98
Reverberant Source Separation Using NTF With Delayed Subsources and Spatial Priors	95
Similarity Measurement of Segment-Level Speaker Embeddings in Speaker Diarization	91
Efficient Lightweight Speaker Verification With Broadcasting CNN-Transformer and Knowledge Distillation Training of Self-Attention Maps	74
Envelope-Based Multichannel Noise Reduction for Cochlear Implant Applications	73
Refining Synthesized Speech Using Speaker Information and Phone Masking for Data Augmentation of Speech Recognition	68
SBSim: A Sentence-BERT Similarity-Based Evaluation Metric for Indian Language Neural Machine Translation Systems	68
Enhancing Robustness of Speech Watermarking Using a Transformer-Based Framework Exploiting Acoustic Features	64
Learning Phone Recognition From Unpaired Audio and Phone Sequences Based on Generative Adversarial Network	63
Multi-Level Time-Frequency Bins Selection for Direction of Arrival Estimation Using a Single Acoustic Vector Sensor	62
MO-Transformer: Extract High-Level Relationship Between Words for Neural Machine Translation	61
A User-Centric Approach for Deep Residual-Echo Suppression in Double-Talk	60
Inference Skipping for More Efficient Real-Time Speech Enhancement With Parallel RNNs	58
Generalizing Speaker Verification for Spoof Awareness in the Embedding Space	58
DropAttack: A Random Dropped Weight Attack Adversarial Training for Natural Language Understanding	53
Learning Discriminative Representations and Decision Boundaries for Open Intent Detection	52
Comparison of Feature Extraction Methods for Sound-Based Classification of Honey Bee Activity	52

Attention-Based Speech Enhancement Using Human Quality Perception Modeling	50
Improvement of Accent Classification Models Through Grad-Transfer From Spectrograms and Gradient-Weighted Class Activation Mapping	50
Multi-Channel to Multi-Channel Noise Reduction and Reverberant Speech Preservation in Time-Varying Acoustic Scenes for Binaural Reproduction	48
AudioLM: A Language Modeling Approach to Audio Generation	46
The VoxCeleb Speaker Recognition Challenge: A Retrospective	46
Interpretable Multimodal Capsule Fusion	46
Adaptive Multi-Domain Dialogue State Tracking on Spoken Conversations	45
Predicting Level-Dependent Changes in Concurrent Vowel Scores Using the 2D-CNN Models	45
End-to-End Open Vocabulary Keyword Search With Multilingual Neural Representations	44
Spherically Steerable Vector Differential Microphone Arrays	44
Label-Correction Capsule Network for Hierarchical Text Classification	44
Implicit Self-Supervised Language Representation for Spoken Language Diarization	43
COVID-19 Detection via Fusion of Modulation Spectrum and Linear Prediction Speech Features	42
Integrated Syntactic and Semantic Tree for Targeted Sentiment Classification Using Dual-Channel Graph Convolutional Network	42
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
Source Separation of Piano Concertos Using Musically Motivated Augmentation Techniques	40
Textless Unit-to-Unit Training for Many-to-Many Multilingual Speech-to-Speech Translation	37
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing	37
Neural Coupled Sequence Labeling for Heterogeneous Annotation Conversion	37
Disentangled Text Representation Learning With Information-Theoretic Perspective for Adversarial Robustness	36
End-to-End Speaker Verification via Curriculum Bipartite Ranking Weighted Binary Cross-Entropy	36
Multi-Source Domain Adaptation and Fusion for Speaker Verification	36
Blind Audio Bandwidth Extension: A Diffusion-Based Zero-Shot Approach	36
Automatic Math Word Problem Generation With Topic-Expression Co-Attention Mechanism and Reinforcement Learning	36
USEV: Universal Speaker Extraction With Visual Cue	34
ReZero: Region-Customizable Sound Extraction	34
Knowledge-Guided Transformer for Joint Theme and Emotion Classification of Chinese Classical Poetry	33
Complex-Domain Pitch Estimation Algorithm for Narrowband Speech Signals	32
Enhanced Multi-Domain Dialogue State Tracker With Second-Order Slot Interactions	32
Sound Field Estimation Based on Physics-Constrained Kernel Interpolation Adapted to Environment	31
Phrase-Aware Financial Sentiment Analysis Based on Constituent Syntax	31
Audio-Visual Cross-Attention Network for Robotic Speaker Tracking	31
Multi-Tone Active Noise Equalizer With Spatially Distributed User-Selected Profiles	31
Emotion Prediction Oriented Method With Multiple Supervisions for Emotion-Cause Pair Extraction	31
Distinctive and Natural Speaker Anonymization via Singular Value Transformation-Assisted Matrix	31
Blind Identification of Ambisonic Reduced Room Impulse Response	30
FlowHash: Accelerating Audio Search With Balanced Hashing via Normalizing Flow	30
Weighted Frequency Smoothing for Enhanced Speaker Localization	29
$F0$ Estimation and Voicing Detection With Cascade Architecture in Noisy Speech	29
Multi-Grained Evidence Inference for Multi-Choice Reading Comprehension	29
Multi-Layer Combined Frequency and Periodicity Representations for Multi-Pitch Estimation of Multi-Instrument Music	29
Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation	29
Learning Dynamic and Static Representations for Extrapolation-Based Temporal Knowledge Graph Reasoning	28
Magnitude-Corrected and Time-Aligned Interpolation of Head-Related Transfer Functions	28
Training a Singing Transcription Model Using Connectionist Temporal Classification Loss and Cross-Entropy Loss	28
Dynamic Multi-Branch Layers for On-Device Neural Machine Translation	28
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags	27

Increasing Context for Estimating Confidence Scores in Automatic Speech Recognition	27
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection	27
Howling Detection and Gain Control for Speech Reinforcement in a Noisy Car Cabin Environment	27
DiCLET-TTS: Diffusion Model Based Cross-Lingual Emotion Transfer for Text-to-Speech — A Study Between English and Mandarin	27
Artificial Vocal Learning Guided by Phoneme Recognition and Visual Information	27
Generalized Hyperbolic Tangent Based Random Fourier Conjugate Gradient Filter for Nonlinear Active Noise Control	26
Learning to Perturb for Contrastive Learning of Unsupervised Sentence Representations	26
Tackling Interpretability in Audio Classification Networks With Non-negative Matrix Factorization	26
Grouped Feedback Delay Networks With Frequency-Dependent Coupling	26
Unsupervised Music Source Separation Using Differentiable Parametric Source Models	26
Scalable-Complexity Steered Response Power Based on Low-Rank and Sparse Interpolation	25
Neural Multi-Channel and Multi-Microphone Acoustic Echo Cancellation	25
Improving Speech Translation Accuracy and Time Efficiency With Fine-Tuned wav2vec 2.0-Based Speech Segmentation	25
Cross-Modal Interaction via Reinforcement Feedback for Audio-Lyrics Retrieval	25
Bayesian Parameter-Efficient Fine-Tuning for Overcoming Catastrophic Forgetting	25
Refining History for Future-Aware Neural Machine Translation	25
MusicYOLO: A Vision-Based Framework for Automatic Singing Transcription	25
Towards Recognition for Radio-Echo Speech in Air Traffic Control: Dataset and a Contrastive Learning Approach	25
Visually Grounded Few-Shot Word Learning in Low-Resource Settings	24
Unified Instance and Knowledge Alignment Pretraining for Aspect-Based Sentiment Analysis	24
Decomposition-Based Wiener Filter Using the Kronecker Product and Conjugate Gradient Method	24
TDFNet: Transformer-Based Deep-Scale Fusion Network for Multimodal Emotion Recognition	24
ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification	24
U-Shaped Transformer With Frequency-Band Aware Attention for Speech Enhancement	24
Configurable EBEN: Extreme Bandwidth Extension Network to Enhance Body-Conducted Speech Capture	24
A Digital Twin Architecture for Wireless Networked Adaptive Active Noise Control	23
Microphone Array Beamforming With High Flexible Interference Attenuation and Noise Reduction	23
Query-Efficient Black-Box Adversarial Attacks on Automatic Speech Recognition	23
Attention-Based Encoder-Decoder End-to-End Neural Diarization With Embedding Enhancer	23
The VoicePrivacy 2022 Challenge: Progress and Perspectives in Voice Anonymisation	23
Acoustic Modelling From Raw Source and Filter Components for Dysarthric Speech Recognition	23
PE-Wav2vec: A Prosody-Enhanced Speech Model for Self-Supervised Prosody Learning in TTS	23
Attention Analysis and Calibration for Transformer in Natural Language Generation	23
DiaPer: End-to-End Neural Diarization With Perceiver-Based Attractors	23
Anti-Aliasing Speech DOA Estimation Under Spatial Aliasing Conditions	23
Towards Lightweight Speaker Verification via Adaptive Neural Network Quantization	23
Enhancing Conformer-Based Sound Event Detection Using Frequency Dynamic Convolutions and BEATs Audio Embeddings	23
Unsupervised Disentanglement Learning Model for Exemplar-Guided Paraphrase Generation	22
Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information	22
Parametric Ambisonic Encoding of Arbitrary Microphone Arrays	22
HPSG-Inspired Joint Neural Constituent and Dependency Parsing in O($n^3$) Time Complexity	22
Multi-Channel Talker-Independent Speaker Separation Through Location-Based Training	22
Audio-Visual End-to-End Multi-Channel Speech Separation, Dereverberation and Recognition	22
A New Diffusion Filtered-X Affine Projection Algorithm: Performance Analysis and Application in Windy Environment	22
An Analysis of Traditional Noise Power Spectral Density Estimators Based on the Gaussian Stochastic Volatility Model	22
Multi-Channel Speech Separation Using Spatially Selective Deep Non-Linear Filters	21
Aggregating Frame-Level Information in the Spectral Domain With Self-Attention for Speaker Embedding	21
Minimum Processing Near-End Listening Enhancement	21
Joint Multiscale Cross-Lingual Speaking Style Transfer With Bidirectional Attention Mechanism for Automatic Dubbing	21
Coefficients-Switched Normalized Least-Mean- Squares Adaption in Echo Canceler of Sparse-Echo-Path	21
Enhancing Paraphrase Question Generation With Prior Knowledge	21
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs	21
An Optimized Zero-Attracting LMS Algorithm for the Identification of Sparse System	21
CoNeTTE: An Efficient Audio Captioning System Leveraging Multiple Datasets With Task Embedding	21
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance	21
Higher-Order Stereophony	20
NeuralDPS: Neural Deterministic Plus Stochastic Model With Multiband Excitation for Noise-Controllable Waveform Generation	20
S-Vectors and TESA: Speaker Embeddings and a Speaker Authenticator Based on Transformer Encoder	20
A Perceptually Evaluated Signal Model: Collisions Between a Vibrating Object and an Obstacle	20
Distance Metric-Based Open-Set Domain Adaptation for Speaker Verification	20
Hybrid-Frequency-Resolution Adaptive Kalman Filter for Online Identification of Long Acoustic Responses With Low Input-Output Latency	20
Active Discovering New Slots for Task-Oriented Conversation	20
Contrastive Learning for Target Speaker Extraction With Attention-Based Fusion	20
Optimal Modal Decomposition for Directionally Biased Sound Field Recording	20
Towards Improved Objective Perceptual Audio Quality Assessment - Part 1: A Novel Data-Driven Cognitive Model	20
Syntax-Aware Multi-Spans Generation for Reading Comprehension	20
Acoustic-to-Articulatory Mapping With Joint Optimization of Deep Speech Enhancement and Articulatory Inversion Models	20
Emulating Perceptual Evaluation of Voice Using Scattering Transform Based Features	19
Multi-Teacher Distillation With Single Model for Neural Machine Translation	19
Multi-Source Localization Using Optimized Time-Frequency Representation and Sparsity Component Analysis	19
Heterogeneous-Graph Reasoning With Context Paraphrase for Commonsense Question Answering	19
A CTC Alignment-Based Non-Autoregressive Transformer for End-to-End Automatic Speech Recognition	19
Distributed Combined Acoustic Echo Cancellation and Noise Reduction in Wireless Acoustic Sensor and Actuator Networks	19
Adversarial Multi-Task Learning for Mandarin Prosodic Boundary Prediction With Multi-Modal Embeddings	19
A Flexible Architecture Using Temporal, Spatial and Semantic Correlation-Based Algorithms for Story Segmentation of Broadcast News	19
EchoScan: Scanning Complex Room Geometries via Acoustic Echoes	19
BEHM-GAN: Bandwidth Extension of Historical Music Using Generative Adversarial Networks	19
SoundStream: An End-to-End Neural Audio Codec	19
TriSAT: Trimodal Representation Learning for Multimodal Sentiment Analysis	19
Decoding Knowledge Transfer for Neural Text-to-Speech Training	18

A Composite T60 Regression and Classification Approach for Speech Dereverberation	18
Multi-Source Discriminant Subspace Alignment for Cross-Domain Speech Emotion Recognition	18
Meta-AF: Meta-Learning for Adaptive Filters	18
On the Predictive Power of Objective Intelligibility Metrics for the Subjective Performance of Deep Complex Convolutional Recurrent Speech Enhancement Networks	18
Improving Non-Autoregressive Translation Quality With Pretrained Language Model, Embedding Distillation and Upsampling Strategy for CTC	18
SpeechLM: Enhanced Speech Pre-Training With Unpaired Textual Data	18
MRC-PASCL: A Few-Shot Machine Reading Comprehension Approach via Post-Training and Answer Span-Oriented Contrastive Learning	18
Latent-Domain Predictive Neural Speech Coding	18
AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text	18
The Weighted Cross-Modal Attention Mechanism With Sentiment Prediction Auxiliary Task for Multimodal Sentiment Analysis	18
A New Virtual Tracking Sub-Algorithm Based Hybrid Active Control System for Narrowband Noise With Impulsive Interference	18
Consonant-Vowel Transition Models Based on Deep Learning for Objective Evaluation of Articulation	18
Rethinking Textual Adversarial Defense for Pre-Trained Language Models	17
JMS-QA: A Joint Hierarchical Architecture for Mental Health Question Answering	17
Duration Controllable Voice Conversion via Phoneme-Based Information Bottleneck	17
Statistical Analysis for Speaker Recognition Evaluation With Data Dependence and Three Score Distributions	17
Speech Enhancement and Dereverberation With Diffusion-Based Generative Models	17
Interrelate Training and Clustering for Online Speaker Diarization	17
Empathetic Response Generation Based on Plug-and-Play Mechanism With Empathy Perturbation	17
Joint Maximum Likelihood Estimation of Microphone Array Parameters for a Reverberant Single Source Scenario	17
FSD50K: An Open Dataset of Human-Labeled Sound Events	17
List of Reviewers	17
Operation-Augmented Numerical Reasoning for Question Answering	17
Decomposed Meta-Learning for Few-Shot Sequence Labeling	17
ZMM-TTS: Zero-Shot Multilingual and Multispeaker Speech Synthesis Conditioned on Self-Supervised Discrete Speech Representations	17
MOSA: Music Motion With Semantic Annotation Dataset for Cross-Modal Music Processing	17
Cross-Domain Aspect-Based Sentiment Classification With Tripartite Graph Modeling	17
Dynamic Prompt-Driven Zero-Shot Relation Extraction	16
Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria	16
Text-Inductive Graphone-Based Language Adaptation for Low-Resource Speech Synthesis	16
EmoInt-Trans: A Multimodal Transformer for Identifying Emotions and Intents in Social Conversations	16
Improved Transformer With Multi-Head Dense Collaboration	16
LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification	16
FTDKD: Frequency-Time Domain Knowledge Distillation for Low-Quality Compressed Audio Deepfake Detection	16
Selective Listening by Synchronizing Speech With Lips	16
Task-Adaptive Feature Fusion for Generalized Few-Shot Relation Classification in an Open World Environment	16
Adaptive Pre-Training and Collaborative Fine-Tuning: A Win-Win Strategy to Improve Review Analysis Tasks	16
Uncertainty-Driven Knowledge Distillation for Language Model Compression	16
Dynamic Convolutional Neural Networks as Efficient Pre-Trained Audio Models	16
Gradformer: A Framework for Multi-Aspect Multi-Granularity Pronunciation Assessment	16
Multi-Cue Guided Semi-Supervised Learning Toward Target Speaker Separation in Real Environments	16
En-HACN: Enhancing Hybrid Architecture With Fast Attention and Capsule Network for End-to-end Speech Recognition	16
FxLMS/F Based Tap Decomposed Adaptive Filter for Decentralized Active Noise Control System	16
Improving Chinese Named Entity Recognition by Large-Scale Syntactic Dependency Graph	16
RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition	16
Block-Based Perceptually Adaptive Sound Zones With Reproduction Error Constraints	16
Retrieve-and-Edit Domain Adaptation for End2End Aspect Based Sentiment Analysis	16
Towards Unified Multi-Domain Machine Translation With Mixture of Domain Experts	15
ELP-Adapters: Parameter Efficient Adapter Tuning for Various Speech Processing Tasks	15
Distributed Microphone Array Localization Problem via SDP-SOCP Method	15
Sparse DNN Model for Frequency Expanding of Higher Order Ambisonics Encoding Process	15
Controllable Dialogue Generation With Disentangled Multi-Grained Style Specification and Attribute Consistency Reward	15
Joint Dual Learning With Mutual Information Maximization for Natural Language Understanding and Generation in Dialogues	15
Direct and Residual Subspace Decomposition of Spatial Room Impulse Responses	15
JoinER-BART: Joint Entity and Relation Extraction With Constrained Decoding, Representation Reuse and Fusion	15
Constant-Beamwidth Beamforming With Nonuniform Concentric Ring Arrays	15
Integrating Prior Translation Knowledge Into Neural Machine Translation	15
NoiseBandNet: Controllable Time-Varying Neural Synthesis of Sound Effects Using Filterbanks	15
A Class of Pareto Optimal Binaural Beamformers	15
Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech	15
Automatic Detection of Speech Sound Disorder in Cantonese-Speaking Pre-School Children	15
Modeling Speech Structure to Improve T-F Masks for Speech Enhancement and Recognition	15
Data-Centric Methods for Environmental Sound Classification With Limited Labels	15
Interpretable Spectrum Transformation Attacks to Speaker Recognition Systems	15
SinTechSVS: A Singing Technique Controllable Singing Voice Synthesis System	15
Artist Similarity Based on Heterogeneous Graph Neural Networks	15
Enhancing Low-Resource NLP by Consistency Training With Data and Model Perturbations	15
Auffusion: Leveraging the Power of Diffusion and Large Language Models for Text-to-Audio Generation	14
A Compact Noise Covariance Matrix Model for MVDR Beamforming	14
Adaptive Ensemble Self-Distillation With Consistent Gradients for Fast Inference of Pretrained Language Models	14
Transforming Wikipedia Into Augmented Data for Query-Focused Summarization	14
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning	14
A Multi-Level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference	14
LegoNN: Building Modular Encoder-Decoder Models	14
Multi-Task Attentive Residual Networks for Argument Mining	14
Decoupling and Interacting Multi-Task Learning Network for Joint Speech and Accent Recognition	14
Music Source Separation With Band-Split RNN	14
Boosting Cross-Domain Speech Recognition With Self-Supervision	14
The Power of Fragmentation: A Hierarchical Transformer Model for Structural Segmentation in Symbolic Music Generation	14
STFF-SM: Steganalysis Model Based on Spatial and Temporal Feature Fusion for Speech Streams	14
A Variance-Preserving Interpolation Approach for Diffusion Models With Applications to Single Channel Speech Enhancement and Recognition	14
WDSRL: Multi-Domain Neural Machine Translation With Word-Level Domain-Sensitive Representation Learning	14
Statistically Guided Near-End Speech Intelligibility Improvement Through Voice Transformation and Transfer Learning	14
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR	14
USDnet: Unsupervised Speech Dereverberation via Neural Forward Filtering	14
Recent Trends in Deep Learning Based Textual Emotion Cause Extraction	14
Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning	14
Multi-Channel Conversational Speaker Separation via Neural Diarization	14
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training	14