IEEE-ACM Transactions on Audio Speech and Language Processing

Article	Citations
Representation Learning With Hidden Unit Clustering for Low Resource Speech Applications	401
Decorrelation in Feedback Delay Networks	287
CET2: Modelling Topic Transitions for Coherent and Engaging Knowledge-Grounded Conversations	263
WDEA: The Structure and Semantic Fusion With Wasserstein Distance for Low-Resource Language Entity Alignment	187
$\mathcal {P}$owMix: A Versatile Regularizer for Multimodal Sentiment Analysis	173
Audio-Only Phonetic Segment Classification Using Embeddings Learned From Audio and Ultrasound Tongue Imaging Data	133
The Harmonic Shift Algorithm for Efficient Multi-Pitch Detection	132
Review of Methods for Automatic Speaker Verification	125
Similarity Measurement of Segment-Level Speaker Embeddings in Speaker Diarization	105
Efficient Lightweight Speaker Verification With Broadcasting CNN-Transformer and Knowledge Distillation Training of Self-Attention Maps	100
SBSim: A Sentence-BERT Similarity-Based Evaluation Metric for Indian Language Neural Machine Translation Systems	94
Attention-Based Speech Enhancement Using Human Quality Perception Modeling	77
Enhancing Robustness of Speech Watermarking Using a Transformer-Based Framework Exploiting Acoustic Features	77
Multi-Channel to Multi-Channel Noise Reduction and Reverberant Speech Preservation in Time-Varying Acoustic Scenes for Binaural Reproduction	75
Improvement of Accent Classification Models Through Grad-Transfer From Spectrograms and Gradient-Weighted Class Activation Mapping	72
Learning Phone Recognition From Unpaired Audio and Phone Sequences Based on Generative Adversarial Network	66
Generalizing Speaker Verification for Spoof Awareness in the Embedding Space	63
A User-Centric Approach for Deep Residual-Echo Suppression in Double-Talk	63
Refining Synthesized Speech Using Speaker Information and Phone Masking for Data Augmentation of Speech Recognition	61
MO-Transformer: Extract High-Level Relationship Between Words for Neural Machine Translation	61
Envelope-Based Multichannel Noise Reduction for Cochlear Implant Applications	58
Interpretable Multimodal Capsule Fusion	58
Multi-Level Time-Frequency Bins Selection for Direction of Arrival Estimation Using a Single Acoustic Vector Sensor	53
Learning Discriminative Representations and Decision Boundaries for Open Intent Detection	53
Comparison of Feature Extraction Methods for Sound-Based Classification of Honey Bee Activity	53

The VoxCeleb Speaker Recognition Challenge: A Retrospective	52
Reverberant Source Separation Using NTF With Delayed Subsources and Spatial Priors	52
Towards Generating Diverse Audio Captions via Adversarial Training	47
Inference Skipping for More Efficient Real-Time Speech Enhancement With Parallel RNNs	47
DropAttack: A Random Dropped Weight Attack Adversarial Training for Natural Language Understanding	47
AudioLM: A Language Modeling Approach to Audio Generation	47
Adaptive Multi-Domain Dialogue State Tracking on Spoken Conversations	47
Label-Correction Capsule Network for Hierarchical Text Classification	46
End-to-End Open Vocabulary Keyword Search With Multilingual Neural Representations	46
Integrated Syntactic and Semantic Tree for Targeted Sentiment Classification Using Dual-Channel Graph Convolutional Network	44
IEEE Signal Processing Society Information	44
Implicit Self-Supervised Language Representation for Spoken Language Diarization	44
COVID-19 Detection via Fusion of Modulation Spectrum and Linear Prediction Speech Features	44
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization	43
Pronunciation Dictionary-Free Multilingual Speech Synthesis Using Learned Phonetic Representations	43
Neural Coupled Sequence Labeling for Heterogeneous Annotation Conversion	42
Source Separation of Piano Concertos Using Musically Motivated Augmentation Techniques	42
Textless Unit-to-Unit Training for Many-to-Many Multilingual Speech-to-Speech Translation	41
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing	40
Disentangled Text Representation Learning With Information-Theoretic Perspective for Adversarial Robustness	40
Automatic Math Word Problem Generation With Topic-Expression Co-Attention Mechanism and Reinforcement Learning	40
Blind Audio Bandwidth Extension: A Diffusion-Based Zero-Shot Approach	40
Multi-Source Domain Adaptation and Fusion for Speaker Verification	38
End-to-End Speaker Verification via Curriculum Bipartite Ranking Weighted Binary Cross-Entropy	38
Enhanced Multi-Domain Dialogue State Tracker With Second-Order Slot Interactions	37
Complex-Domain Pitch Estimation Algorithm for Narrowband Speech Signals	37
Knowledge-Guided Transformer for Joint Theme and Emotion Classification of Chinese Classical Poetry	36
Phrase-Aware Financial Sentiment Analysis Based on Constituent Syntax	36
ReZero: Region-Customizable Sound Extraction	35
Distinctive and Natural Speaker Anonymization via Singular Value Transformation-Assisted Matrix	34
Sound Field Estimation Based on Physics-Constrained Kernel Interpolation Adapted to Environment	34
Audio-Visual Cross-Attention Network for Robotic Speaker Tracking	34
USEV: Universal Speaker Extraction With Visual Cue	33
Emotion Prediction Oriented Method With Multiple Supervisions for Emotion-Cause Pair Extraction	33
Spherically Steerable Vector Differential Microphone Arrays	33
Hate Speech Detection via Dual Contrastive Learning	33
Predicting Level-Dependent Changes in Concurrent Vowel Scores Using the 2D-CNN Models	32
Blind Identification of Ambisonic Reduced Room Impulse Response	32
Multi-Tone Active Noise Equalizer With Spatially Distributed User-Selected Profiles	32
FlowHash: Accelerating Audio Search With Balanced Hashing via Normalizing Flow	31
Generalized Hyperbolic Tangent Based Random Fourier Conjugate Gradient Filter for Nonlinear Active Noise Control	31
Multi-Grained Evidence Inference for Multi-Choice Reading Comprehension	31
Magnitude-Corrected and Time-Aligned Interpolation of Head-Related Transfer Functions	29
Weighted Frequency Smoothing for Enhanced Speaker Localization	29
$F0$ Estimation and Voicing Detection With Cascade Architecture in Noisy Speech	29
Multi-Layer Combined Frequency and Periodicity Representations for Multi-Pitch Estimation of Multi-Instrument Music	29
Unsupervised Music Source Separation Using Differentiable Parametric Source Models	28
Howling Detection and Gain Control for Speech Reinforcement in a Noisy Car Cabin Environment	28
Training a Singing Transcription Model Using Connectionist Temporal Classification Loss and Cross-Entropy Loss	28
Increasing Context for Estimating Confidence Scores in Automatic Speech Recognition	28

Learning Dynamic and Static Representations for Extrapolation-Based Temporal Knowledge Graph Reasoning	28
Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation	28
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags	28
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection	28
Dynamic Multi-Branch Layers for On-Device Neural Machine Translation	28
Learning to Perturb for Contrastive Learning of Unsupervised Sentence Representations	27
Grouped Feedback Delay Networks With Frequency-Dependent Coupling	27
Tackling Interpretability in Audio Classification Networks With Non-negative Matrix Factorization	27
Artificial Vocal Learning Guided by Phoneme Recognition and Visual Information	27
Neural Multi-Channel and Multi-Microphone Acoustic Echo Cancellation	27
DiCLET-TTS: Diffusion Model Based Cross-Lingual Emotion Transfer for Text-to-Speech — A Study Between English and Mandarin	26
Refining History for Future-Aware Neural Machine Translation	26
Cross-Modal Interaction via Reinforcement Feedback for Audio-Lyrics Retrieval	26
Bayesian Parameter-Efficient Fine-Tuning for Overcoming Catastrophic Forgetting	26
Configurable EBEN: Extreme Bandwidth Extension Network to Enhance Body-Conducted Speech Capture	26
MusicYOLO: A Vision-Based Framework for Automatic Singing Transcription	26
Towards Recognition for Radio-Echo Speech in Air Traffic Control: Dataset and a Contrastive Learning Approach	26
Improving Speech Translation Accuracy and Time Efficiency With Fine-Tuned wav2vec 2.0-Based Speech Segmentation	26
Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information	25
Towards Lightweight Speaker Verification via Adaptive Neural Network Quantization	25
PE-Wav2vec: A Prosody-Enhanced Speech Model for Self-Supervised Prosody Learning in TTS	25
Attention Analysis and Calibration for Transformer in Natural Language Generation	25
Audio-Visual End-to-End Multi-Channel Speech Separation, Dereverberation and Recognition	25
Query-Efficient Black-Box Adversarial Attacks on Automatic Speech Recognition	25
Visually Grounded Few-Shot Word Learning in Low-Resource Settings	25
Unsupervised Disentanglement Learning Model for Exemplar-Guided Paraphrase Generation	24
An Optimized Zero-Attracting LMS Algorithm for the Identification of Sparse System	24
A Digital Twin Architecture for Wireless Networked Adaptive Active Noise Control	24
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance	24
Parametric Ambisonic Encoding of Arbitrary Microphone Arrays	24
Aggregating Frame-Level Information in the Spectral Domain With Self-Attention for Speaker Embedding	24
ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification	24
Multi-Channel Talker-Independent Speaker Separation Through Location-Based Training	24
HPSG-Inspired Joint Neural Constituent and Dependency Parsing in O($n^3$) Time Complexity	24
Multi-Channel Speech Separation Using Spatially Selective Deep Non-Linear Filters	24
An Analysis of Traditional Noise Power Spectral Density Estimators Based on the Gaussian Stochastic Volatility Model	24
Scalable-Complexity Steered Response Power Based on Low-Rank and Sparse Interpolation	24
Microphone Array Beamforming With High Flexible Interference Attenuation and Noise Reduction	23
CoNeTTE: An Efficient Audio Captioning System Leveraging Multiple Datasets With Task Embedding	23
A New Diffusion Filtered-X Affine Projection Algorithm: Performance Analysis and Application in Windy Environment	23
Acoustic Modelling From Raw Source and Filter Components for Dysarthric Speech Recognition	23
DiaPer: End-to-End Neural Diarization With Perceiver-Based Attractors	23
Unified Instance and Knowledge Alignment Pretraining for Aspect-Based Sentiment Analysis	23
Anti-Aliasing Speech DOA Estimation Under Spatial Aliasing Conditions	23
Decomposition-Based Wiener Filter Using the Kronecker Product and Conjugate Gradient Method	23
U-Shaped Transformer With Frequency-Band Aware Attention for Speech Enhancement	23
The VoicePrivacy 2022 Challenge: Progress and Perspectives in Voice Anonymisation	23
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs	22
Distance Metric-Based Open-Set Domain Adaptation for Speaker Verification	22
Minimum Processing Near-End Listening Enhancement	22
Attention-Based Encoder-Decoder End-to-End Neural Diarization With Embedding Enhancer	22
Higher-Order Stereophony	22
Joint Multiscale Cross-Lingual Speaking Style Transfer With Bidirectional Attention Mechanism for Automatic Dubbing	22
TDFNet: Transformer-Based Deep-Scale Fusion Network for Multimodal Emotion Recognition	22
Enhancing Paraphrase Question Generation With Prior Knowledge	22
Enhancing Conformer-Based Sound Event Detection Using Frequency Dynamic Convolutions and BEATs Audio Embeddings	22
Syntax-Aware Multi-Spans Generation for Reading Comprehension	21
NeuralDPS: Neural Deterministic Plus Stochastic Model With Multiband Excitation for Noise-Controllable Waveform Generation	21
A Perceptually Evaluated Signal Model: Collisions Between a Vibrating Object and an Obstacle	21
Optimal Modal Decomposition for Directionally Biased Sound Field Recording	21
Hybrid-Frequency-Resolution Adaptive Kalman Filter for Online Identification of Long Acoustic Responses With Low Input-Output Latency	21
Active Discovering New Slots for Task-Oriented Conversation	21
BEHM-GAN: Bandwidth Extension of Historical Music Using Generative Adversarial Networks	21
Towards Improved Objective Perceptual Audio Quality Assessment - Part 1: A Novel Data-Driven Cognitive Model	21
Distributed Combined Acoustic Echo Cancellation and Noise Reduction in Wireless Acoustic Sensor and Actuator Networks	21
Acoustic-to-Articulatory Mapping With Joint Optimization of Deep Speech Enhancement and Articulatory Inversion Models	21
Contrastive Learning for Target Speaker Extraction With Attention-Based Fusion	21
EchoScan: Scanning Complex Room Geometries via Acoustic Echoes	20
SoundStream: An End-to-End Neural Audio Codec	20
TriSAT: Trimodal Representation Learning for Multimodal Sentiment Analysis	20
Improving Non-Autoregressive Translation Quality With Pretrained Language Model, Embedding Distillation and Upsampling Strategy for CTC	20
Adversarial Multi-Task Learning for Mandarin Prosodic Boundary Prediction With Multi-Modal Embeddings	20
S-Vectors and TESA: Speaker Embeddings and a Speaker Authenticator Based on Transformer Encoder	20
Coefficients-Switched Normalized Least-Mean- Squares Adaption in Echo Canceler of Sparse-Echo-Path	20
Multi-Source Localization Using Optimized Time-Frequency Representation and Sparsity Component Analysis	20
Heterogeneous-Graph Reasoning With Context Paraphrase for Commonsense Question Answering	20
Multi-Teacher Distillation With Single Model for Neural Machine Translation	20
Emulating Perceptual Evaluation of Voice Using Scattering Transform Based Features	20
A CTC Alignment-Based Non-Autoregressive Transformer for End-to-End Automatic Speech Recognition	20
Decoding Knowledge Transfer for Neural Text-to-Speech Training	20

MRC-PASCL: A Few-Shot Machine Reading Comprehension Approach via Post-Training and Answer Span-Oriented Contrastive Learning	20
A Flexible Architecture Using Temporal, Spatial and Semantic Correlation-Based Algorithms for Story Segmentation of Broadcast News	19
MOSA: Music Motion With Semantic Annotation Dataset for Cross-Modal Music Processing	19
The Weighted Cross-Modal Attention Mechanism With Sentiment Prediction Auxiliary Task for Multimodal Sentiment Analysis	19
Consonant-Vowel Transition Models Based on Deep Learning for Objective Evaluation of Articulation	19
A Composite T60 Regression and Classification Approach for Speech Dereverberation	19
ZMM-TTS: Zero-Shot Multilingual and Multispeaker Speech Synthesis Conditioned on Self-Supervised Discrete Speech Representations	19
A New Virtual Tracking Sub-Algorithm Based Hybrid Active Control System for Narrowband Noise With Impulsive Interference	19
On the Predictive Power of Objective Intelligibility Metrics for the Subjective Performance of Deep Complex Convolutional Recurrent Speech Enhancement Networks	19
AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text	19
Latent-Domain Predictive Neural Speech Coding	18
SpeechLM: Enhanced Speech Pre-Training With Unpaired Textual Data	18
List of Reviewers	18
Speech Enhancement and Dereverberation With Diffusion-Based Generative Models	18
FSD50K: An Open Dataset of Human-Labeled Sound Events	18
Joint Maximum Likelihood Estimation of Microphone Array Parameters for a Reverberant Single Source Scenario	18
Task-Adaptive Feature Fusion for Generalized Few-Shot Relation Classification in an Open World Environment	18
Duration Controllable Voice Conversion via Phoneme-Based Information Bottleneck	18
Multi-Source Discriminant Subspace Alignment for Cross-Domain Speech Emotion Recognition	18
Meta-AF: Meta-Learning for Adaptive Filters	18
JMS-QA: A Joint Hierarchical Architecture for Mental Health Question Answering	18
En-HACN: Enhancing Hybrid Architecture With Fast Attention and Capsule Network for End-to-end Speech Recognition	18
LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification	17
Adaptive Pre-Training and Collaborative Fine-Tuning: A Win-Win Strategy to Improve Review Analysis Tasks	17
Cross-Domain Aspect-Based Sentiment Classification With Tripartite Graph Modeling	17
Empathetic Response Generation Based on Plug-and-Play Mechanism With Empathy Perturbation	17
EmoInt-Trans: A Multimodal Transformer for Identifying Emotions and Intents in Social Conversations	17
Operation-Augmented Numerical Reasoning for Question Answering	17
Interrelate Training and Clustering for Online Speaker Diarization	17
Decomposed Meta-Learning for Few-Shot Sequence Labeling	17
Retrieve-and-Edit Domain Adaptation for End2End Aspect Based Sentiment Analysis	17
RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition	17
Dynamic Prompt-Driven Zero-Shot Relation Extraction	17
Block-Based Perceptually Adaptive Sound Zones With Reproduction Error Constraints	17
Rethinking Textual Adversarial Defense for Pre-Trained Language Models	17
Multi-Cue Guided Semi-Supervised Learning Toward Target Speaker Separation in Real Environments	17
FxLMS/F Based Tap Decomposed Adaptive Filter for Decentralized Active Noise Control System	17
Text-Inductive Graphone-Based Language Adaptation for Low-Resource Speech Synthesis	17
Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria	17
Distributed Microphone Array Localization Problem via SDP-SOCP Method	16
Uncertainty-Driven Knowledge Distillation for Language Model Compression	16
Statistical Analysis for Speaker Recognition Evaluation With Data Dependence and Three Score Distributions	16
FTDKD: Frequency-Time Domain Knowledge Distillation for Low-Quality Compressed Audio Deepfake Detection	16
Joint Dual Learning With Mutual Information Maximization for Natural Language Understanding and Generation in Dialogues	16
Direct and Residual Subspace Decomposition of Spatial Room Impulse Responses	16
Modeling Speech Structure to Improve T-F Masks for Speech Enhancement and Recognition	16
A Class of Pareto Optimal Binaural Beamformers	16
Data-Centric Methods for Environmental Sound Classification With Limited Labels	16
Improved Transformer With Multi-Head Dense Collaboration	16
Interpretable Spectrum Transformation Attacks to Speaker Recognition Systems	16
Sparse DNN Model for Frequency Expanding of Higher Order Ambisonics Encoding Process	16
NoiseBandNet: Controllable Time-Varying Neural Synthesis of Sound Effects Using Filterbanks	16
Enhancing Low-Resource NLP by Consistency Training With Data and Model Perturbations	16
Decoupling and Interacting Multi-Task Learning Network for Joint Speech and Accent Recognition	16
Controllable Dialogue Generation With Disentangled Multi-Grained Style Specification and Attribute Consistency Reward	16
Integrating Prior Translation Knowledge Into Neural Machine Translation	16
Selective Listening by Synchronizing Speech With Lips	16
Dynamic Convolutional Neural Networks as Efficient Pre-Trained Audio Models	16
Improving Chinese Named Entity Recognition by Large-Scale Syntactic Dependency Graph	16
Gradformer: A Framework for Multi-Aspect Multi-Granularity Pronunciation Assessment	16
SinTechSVS: A Singing Technique Controllable Singing Voice Synthesis System	16
Constant-Beamwidth Beamforming With Nonuniform Concentric Ring Arrays	16
Artist Similarity Based on Heterogeneous Graph Neural Networks	16
Assessing the Generalization Gap of Learning-Based Speech Enhancement Systems in Noisy and Reverberant Environments	15
A Variance-Preserving Interpolation Approach for Diffusion Models With Applications to Single Channel Speech Enhancement and Recognition	15
Auffusion: Leveraging the Power of Diffusion and Large Language Models for Text-to-Audio Generation	15
ELP-Adapters: Parameter Efficient Adapter Tuning for Various Speech Processing Tasks	15
JoinER-BART: Joint Entity and Relation Extraction With Constrained Decoding, Representation Reuse and Fusion	15
STFF-SM: Steganalysis Model Based on Spatial and Temporal Feature Fusion for Speech Streams	15
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning	15
USDnet: Unsupervised Speech Dereverberation via Neural Forward Filtering	15
Adaptive Ensemble Self-Distillation With Consistent Gradients for Fast Inference of Pretrained Language Models	15
Automatic Detection of Speech Sound Disorder in Cantonese-Speaking Pre-School Children	15
Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech	15
Music Source Separation With Band-Split RNN	15
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training	15
A Multi-Level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference	15
Transforming Wikipedia Into Augmented Data for Query-Focused Summarization	15
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR	15
Towards Unified Multi-Domain Machine Translation With Mixture of Domain Experts	15
Multi-Task Attentive Residual Networks for Argument Mining	15
Statistically Guided Near-End Speech Intelligibility Improvement Through Voice Transformation and Transfer Learning	15
LegoNN: Building Modular Encoder-Decoder Models	15
Overview of the Tenth Dialog System Technology Challenge: DSTC10	14
Task-Specific Optimization of Virtual Channel Linear Prediction-Based Speech Dereverberation Front-End for Far-Field Speaker Verification	14
Learning Multi-Dimensional Speaker Localization: Axis Partitioning, Unbiased Label Distribution, and Data Augmentation	14
Lost in Context? On the Sense-Wise Variance of Contextualized Word Embeddings	14
Zero-Shot Cross-Lingual Named Entity Recognition via Progressive Multi-Teacher Distillation	14
BioPRO: Context-Infused Prompt Learning for Biomedical Entity Linking	14
Steganalysis of AMR Speech Stream Based on Multi-Domain Information Fusion	14
Training-Based Multiple Source Tracking Using Manifold-Learning and Recursive Expectation-Maximization	14
Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning	14
Hierarchical Topic-Aware Contextualized Transformers	14
On the Quantization of Neural Models for Speaker Verification	14
Hiformer: Sequence Modeling Networks With Hierarchical Attention Mechanisms	14