IEEE-ACM Transactions on Audio Speech and Language Processing

Article	Citations
Representation Learning With Hidden Unit Clustering for Low Resource Speech Applications	311
Decorrelation in Feedback Delay Networks	246
CET2: Modelling Topic Transitions for Coherent and Engaging Knowledge-Grounded Conversations	209
WDEA: The Structure and Semantic Fusion With Wasserstein Distance for Low-Resource Language Entity Alignment	131
Review of Methods for Automatic Speaker Verification	126
Envelope-Based Multichannel Noise Reduction for Cochlear Implant Applications	101
$\mathcal {P}$owMix: A Versatile Regularizer for Multimodal Sentiment Analysis	99
Towards Generating Diverse Audio Captions via Adversarial Training	95
Multi-Channel to Multi-Channel Noise Reduction and Reverberant Speech Preservation in Time-Varying Acoustic Scenes for Binaural Reproduction	71
Audio-Only Phonetic Segment Classification Using Embeddings Learned From Audio and Ultrasound Tongue Imaging Data	71
The Harmonic Shift Algorithm for Efficient Multi-Pitch Detection	67
Reverberant Source Separation Using NTF With Delayed Subsources and Spatial Priors	59
MO-Transformer: Extract High-Level Relationship Between Words for Neural Machine Translation	59
Enhancing Robustness of Speech Watermarking Using a Transformer-Based Framework Exploiting Acoustic Features	54
DropAttack: A Random Dropped Weight Attack Adversarial Training for Natural Language Understanding	53
Learning Phone Recognition From Unpaired Audio and Phone Sequences Based on Generative Adversarial Network	52
Inference Skipping for More Efficient Real-Time Speech Enhancement With Parallel RNNs	52
Interpretable Multimodal Capsule Fusion	52
Multi-Level Time-Frequency Bins Selection for Direction of Arrival Estimation Using a Single Acoustic Vector Sensor	50
SBSim: A Sentence-BERT Similarity-Based Evaluation Metric for Indian Language Neural Machine Translation Systems	49
Learning Discriminative Representations and Decision Boundaries for Open Intent Detection	47
Similarity Measurement of Segment-Level Speaker Embeddings in Speaker Diarization	46
Refining Synthesized Speech Using Speaker Information and Phone Masking for Data Augmentation of Speech Recognition	46
Efficient Lightweight Speaker Verification With Broadcasting CNN-Transformer and Knowledge Distillation Training of Self-Attention Maps	44
The VoxCeleb Speaker Recognition Challenge: A Retrospective	44

Attention-Based Speech Enhancement Using Human Quality Perception Modeling	43
Improvement of Accent Classification Models Through Grad-Transfer From Spectrograms and Gradient-Weighted Class Activation Mapping	43
A User-Centric Approach for Deep Residual-Echo Suppression in Double-Talk	42
Generalizing Speaker Verification for Spoof Awareness in the Embedding Space	41
AudioLM: A Language Modeling Approach to Audio Generation	40
Comparison of Feature Extraction Methods for Sound-Based Classification of Honey Bee Activity	40
Automatic Math Word Problem Generation With Topic-Expression Co-Attention Mechanism and Reinforcement Learning	40
Distinctive and Natural Speaker Anonymization via Singular Value Transformation-Assisted Matrix	39
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization	39
COVID-19 Detection via Fusion of Modulation Spectrum and Linear Prediction Speech Features	37
Hate Speech Detection via Dual Contrastive Learning	37
IEEE Signal Processing Society Information	36
Enhanced Multi-Domain Dialogue State Tracker With Second-Order Slot Interactions	34
Predicting Level-Dependent Changes in Concurrent Vowel Scores Using the 2D-CNN Models	33
Adaptive Multi-Domain Dialogue State Tracking on Spoken Conversations	33
Complex-Domain Pitch Estimation Algorithm for Narrowband Speech Signals	32
Phrase-Aware Financial Sentiment Analysis Based on Constituent Syntax	32
Label-Correction Capsule Network for Hierarchical Text Classification	32
Knowledge-Guided Transformer for Joint Theme and Emotion Classification of Chinese Classical Poetry	31
Spherically Steerable Vector Differential Microphone Arrays	31
Disentangled Text Representation Learning With Information-Theoretic Perspective for Adversarial Robustness	31
Neural Coupled Sequence Labeling for Heterogeneous Annotation Conversion	30
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing	29
Emotion Prediction Oriented Method With Multiple Supervisions for Emotion-Cause Pair Extraction	29
Integrated Syntactic and Semantic Tree for Targeted Sentiment Classification Using Dual-Channel Graph Convolutional Network	29
End-to-End Open Vocabulary Keyword Search With Multilingual Neural Representations	29
Implicit Self-Supervised Language Representation for Spoken Language Diarization	29
Sound Field Estimation Based on Physics-Constrained Kernel Interpolation Adapted to Environment	28
Multi-Source Domain Adaptation and Fusion for Speaker Verification	28
USEV: Universal Speaker Extraction With Visual Cue	28
Pronunciation Dictionary-Free Multilingual Speech Synthesis Using Learned Phonetic Representations	28
Textless Unit-to-Unit Training for Many-to-Many Multilingual Speech-to-Speech Translation	27
Source Separation of Piano Concertos Using Musically Motivated Augmentation Techniques	27
Audio-Visual Cross-Attention Network for Robotic Speaker Tracking	27
End-to-End Speaker Verification via Curriculum Bipartite Ranking Weighted Binary Cross-Entropy	27
Blind Audio Bandwidth Extension: A Diffusion-Based Zero-Shot Approach	27
ReZero: Region-Customizable Sound Extraction	27
MusicYOLO: A Vision-Based Framework for Automatic Singing Transcription	26
Multi-Tone Active Noise Equalizer With Spatially Distributed User-Selected Profiles	26
Blind Identification of Ambisonic Reduced Room Impulse Response	26
Increasing Context for Estimating Confidence Scores in Automatic Speech Recognition	25
Multi-Grained Evidence Inference for Multi-Choice Reading Comprehension	25
Learning to Perturb for Contrastive Learning of Unsupervised Sentence Representations	25
$F0$ Estimation and Voicing Detection With Cascade Architecture in Noisy Speech	25
Grouped Feedback Delay Networks With Frequency-Dependent Coupling	25
Howling Detection and Gain Control for Speech Reinforcement in a Noisy Car Cabin Environment	24
Dynamic Multi-Branch Layers for On-Device Neural Machine Translation	24
Generalized Hyperbolic Tangent Based Random Fourier Conjugate Gradient Filter for Nonlinear Active Noise Control	23
Weighted Frequency Smoothing for Enhanced Speaker Localization	23
DiCLET-TTS: Diffusion Model Based Cross-Lingual Emotion Transfer for Text-to-Speech — A Study Between English and Mandarin	23

Multi-Layer Combined Frequency and Periodicity Representations for Multi-Pitch Estimation of Multi-Instrument Music	23
Magnitude-Corrected and Time-Aligned Interpolation of Head-Related Transfer Functions	23
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags	22
Training a Singing Transcription Model Using Connectionist Temporal Classification Loss and Cross-Entropy Loss	22
Unsupervised Music Source Separation Using Differentiable Parametric Source Models	22
Learning Dynamic and Static Representations for Extrapolation-Based Temporal Knowledge Graph Reasoning	22
Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation	22
Tackling Interpretability in Audio Classification Networks With Non-negative Matrix Factorization	22
Unsupervised Disentanglement Learning Model for Exemplar-Guided Paraphrase Generation	21
Cross-Modal Interaction via Reinforcement Feedback for Audio-Lyrics Retrieval	21
HPSG-Inspired Joint Neural Constituent and Dependency Parsing in O($n^3$) Time Complexity	21
Neural Multi-Channel and Multi-Microphone Acoustic Echo Cancellation	21
Towards Recognition for Radio-Echo Speech in Air Traffic Control: Dataset and a Contrastive Learning Approach	21
Bayesian Parameter-Efficient Fine-Tuning for Overcoming Catastrophic Forgetting	21
Attention Analysis and Calibration for Transformer in Natural Language Generation	21
FlowHash: Accelerating Audio Search With Balanced Hashing via Normalizing Flow	21
An Analysis of Traditional Noise Power Spectral Density Estimators Based on the Gaussian Stochastic Volatility Model	21
Anti-Aliasing Speech DOA Estimation Under Spatial Aliasing Conditions	21
Scalable-Complexity Steered Response Power Based on Low-Rank and Sparse Interpolation	21
Artificial Vocal Learning Guided by Phoneme Recognition and Visual Information	21
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection	21
A New Diffusion Filtered-X Affine Projection Algorithm: Performance Analysis and Application in Windy Environment	20
Improving Speech Translation Accuracy and Time Efficiency With Fine-Tuned wav2vec 2.0-Based Speech Segmentation	20
Refining History for Future-Aware Neural Machine Translation	20
Aggregating Frame-Level Information in the Spectral Domain With Self-Attention for Speaker Embedding	20
Joint Multiscale Cross-Lingual Speaking Style Transfer With Bidirectional Attention Mechanism for Automatic Dubbing	20
Towards Lightweight Speaker Verification via Adaptive Neural Network Quantization	20
Decomposition-Based Wiener Filter Using the Kronecker Product and Conjugate Gradient Method	20
Visually Grounded Few-Shot Word Learning in Low-Resource Settings	20
An Optimized Zero-Attracting LMS Algorithm for the Identification of Sparse System	20
Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information	20
Enhancing Conformer-Based Sound Event Detection Using Frequency Dynamic Convolutions and BEATs Audio Embeddings	19
Query-Efficient Black-Box Adversarial Attacks on Automatic Speech Recognition	19
Multi-Channel Speech Separation Using Spatially Selective Deep Non-Linear Filters	19
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs	19
Unified Instance and Knowledge Alignment Pretraining for Aspect-Based Sentiment Analysis	19
Multi-Channel Talker-Independent Speaker Separation Through Location-Based Training	19
Parametric Ambisonic Encoding of Arbitrary Microphone Arrays	19
ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification	19
The VoicePrivacy 2022 Challenge: Progress and Perspectives in Voice Anonymisation	19
A Digital Twin Architecture for Wireless Networked Adaptive Active Noise Control	18
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance	18
DiaPer: End-to-End Neural Diarization With Perceiver-Based Attractors	18
Audio-Visual End-to-End Multi-Channel Speech Separation, Dereverberation and Recognition	18
Configurable EBEN: Extreme Bandwidth Extension Network to Enhance Body-Conducted Speech Capture	18
BEHM-GAN: Bandwidth Extension of Historical Music Using Generative Adversarial Networks	18
PE-Wav2vec: A Prosody-Enhanced Speech Model for Self-Supervised Prosody Learning in TTS	18
Attention-Based Encoder-Decoder End-to-End Neural Diarization With Embedding Enhancer	18
Acoustic Modelling From Raw Source and Filter Components for Dysarthric Speech Recognition	18
TDFNet: Transformer-Based Deep-Scale Fusion Network for Multimodal Emotion Recognition	18
Microphone Array Beamforming With High Flexible Interference Attenuation and Noise Reduction	18
U-Shaped Transformer With Frequency-Band Aware Attention for Speech Enhancement	18
CoNeTTE: An Efficient Audio Captioning System Leveraging Multiple Datasets With Task Embedding	18
Enhancing Paraphrase Question Generation With Prior Knowledge	17
Optimal Modal Decomposition for Directionally Biased Sound Field Recording	17
Distance Metric-Based Open-Set Domain Adaptation for Speaker Verification	17
Minimum Processing Near-End Listening Enhancement	17
Coefficients-Switched Normalized Least-Mean- Squares Adaption in Echo Canceler of Sparse-Echo-Path	17
Towards Improved Objective Perceptual Audio Quality Assessment - Part 1: A Novel Data-Driven Cognitive Model	17
Hybrid-Frequency-Resolution Adaptive Kalman Filter for Online Identification of Long Acoustic Responses With Low Input-Output Latency	17
Higher-Order Stereophony	17
Syntax-Aware Multi-Spans Generation for Reading Comprehension	17
A CTC Alignment-Based Non-Autoregressive Transformer for End-to-End Automatic Speech Recognition	16
EchoScan: Scanning Complex Room Geometries via Acoustic Echoes	16
Active Discovering New Slots for Task-Oriented Conversation	16
Emulating Perceptual Evaluation of Voice Using Scattering Transform Based Features	16
Multi-Teacher Distillation With Single Model for Neural Machine Translation	16
Contrastive Learning for Target Speaker Extraction With Attention-Based Fusion	16
NeuralDPS: Neural Deterministic Plus Stochastic Model With Multiband Excitation for Noise-Controllable Waveform Generation	16
A Perceptually Evaluated Signal Model: Collisions Between a Vibrating Object and an Obstacle	16
S-Vectors and TESA: Speaker Embeddings and a Speaker Authenticator Based on Transformer Encoder	16
Distributed Combined Acoustic Echo Cancellation and Noise Reduction in Wireless Acoustic Sensor and Actuator Networks	16
Acoustic-to-Articulatory Mapping With Joint Optimization of Deep Speech Enhancement and Articulatory Inversion Models	16
TriSAT: Trimodal Representation Learning for Multimodal Sentiment Analysis	16
Multi-Source Discriminant Subspace Alignment for Cross-Domain Speech Emotion Recognition	15
MRC-PASCL: A Few-Shot Machine Reading Comprehension Approach via Post-Training and Answer Span-Oriented Contrastive Learning	15
A Flexible Architecture Using Temporal, Spatial and Semantic Correlation-Based Algorithms for Story Segmentation of Broadcast News	15
SoundStream: An End-to-End Neural Audio Codec	15
Multi-Source Localization Using Optimized Time-Frequency Representation and Sparsity Component Analysis	15
A New Virtual Tracking Sub-Algorithm Based Hybrid Active Control System for Narrowband Noise With Impulsive Interference	15

Heterogeneous-Graph Reasoning With Context Paraphrase for Commonsense Question Answering	15
AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text	15
Adversarial Multi-Task Learning for Mandarin Prosodic Boundary Prediction With Multi-Modal Embeddings	15
Consonant-Vowel Transition Models Based on Deep Learning for Objective Evaluation of Articulation	14
SpeechLM: Enhanced Speech Pre-Training With Unpaired Textual Data	14
Duration Controllable Voice Conversion via Phoneme-Based Information Bottleneck	14
The Weighted Cross-Modal Attention Mechanism With Sentiment Prediction Auxiliary Task for Multimodal Sentiment Analysis	14
A Composite T60 Regression and Classification Approach for Speech Dereverberation	14
Decoding Knowledge Transfer for Neural Text-to-Speech Training	14
On the Predictive Power of Objective Intelligibility Metrics for the Subjective Performance of Deep Complex Convolutional Recurrent Speech Enhancement Networks	14
Latent-Domain Predictive Neural Speech Coding	14
Meta-AF: Meta-Learning for Adaptive Filters	14
Improving Non-Autoregressive Translation Quality With Pretrained Language Model, Embedding Distillation and Upsampling Strategy for CTC	14
MOSA: Music Motion With Semantic Annotation Dataset for Cross-Modal Music Processing	14
ZMM-TTS: Zero-Shot Multilingual and Multispeaker Speech Synthesis Conditioned on Self-Supervised Discrete Speech Representations	14
FSD50K: An Open Dataset of Human-Labeled Sound Events	14
Speech Enhancement and Dereverberation With Diffusion-Based Generative Models	14
Cross-Domain Aspect-Based Sentiment Classification With Tripartite Graph Modeling	13
Statistical Analysis for Speaker Recognition Evaluation With Data Dependence and Three Score Distributions	13
LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification	13
Gradformer: A Framework for Multi-Aspect Multi-Granularity Pronunciation Assessment	13
Rethinking Textual Adversarial Defense for Pre-Trained Language Models	13
En-HACN: Enhancing Hybrid Architecture With Fast Attention and Capsule Network for End-to-end Speech Recognition	13
Interrelate Training and Clustering for Online Speaker Diarization	13
Task-Adaptive Feature Fusion for Generalized Few-Shot Relation Classification in an Open World Environment	13
Adaptive Pre-Training and Collaborative Fine-Tuning: A Win-Win Strategy to Improve Review Analysis Tasks	13
JMS-QA: A Joint Hierarchical Architecture for Mental Health Question Answering	13
List of Reviewers	13
Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria	13
Improving Chinese Named Entity Recognition by Large-Scale Syntactic Dependency Graph	13
Operation-Augmented Numerical Reasoning for Question Answering	13
Empathetic Response Generation Based on Plug-and-Play Mechanism With Empathy Perturbation	13
Decomposed Meta-Learning for Few-Shot Sequence Labeling	13
FxLMS/F Based Tap Decomposed Adaptive Filter for Decentralized Active Noise Control System	13
Joint Maximum Likelihood Estimation of Microphone Array Parameters for a Reverberant Single Source Scenario	13
Multi-Cue Guided Semi-Supervised Learning Toward Target Speaker Separation in Real Environments	13
FTDKD: Frequency-Time Domain Knowledge Distillation for Low-Quality Compressed Audio Deepfake Detection	13
EmoInt-Trans: A Multimodal Transformer for Identifying Emotions and Intents in Social Conversations	13
Uncertainty-Driven Knowledge Distillation for Language Model Compression	13
Selective Listening by Synchronizing Speech With Lips	13
Text-Inductive Graphone-Based Language Adaptation for Low-Resource Speech Synthesis	13
Improved Transformer With Multi-Head Dense Collaboration	13
Retrieve-and-Edit Domain Adaptation for End2End Aspect Based Sentiment Analysis	13
Block-Based Perceptually Adaptive Sound Zones With Reproduction Error Constraints	12
Direct and Residual Subspace Decomposition of Spatial Room Impulse Responses	12
Data-Centric Methods for Environmental Sound Classification With Limited Labels	12
Automatic Detection of Speech Sound Disorder in Cantonese-Speaking Pre-School Children	12
Artist Similarity Based on Heterogeneous Graph Neural Networks	12
A Class of Pareto Optimal Binaural Beamformers	12
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR	12
Constant-Beamwidth Beamforming With Nonuniform Concentric Ring Arrays	12
RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition	12
Distributed Microphone Array Localization Problem via SDP-SOCP Method	12
JoinER-BART: Joint Entity and Relation Extraction With Constrained Decoding, Representation Reuse and Fusion	12
Enhancing Low-Resource NLP by Consistency Training With Data and Model Perturbations	12
Integrating Prior Translation Knowledge Into Neural Machine Translation	12
NoiseBandNet: Controllable Time-Varying Neural Synthesis of Sound Effects Using Filterbanks	12
Dynamic Prompt-Driven Zero-Shot Relation Extraction	12
Dynamic Convolutional Neural Networks as Efficient Pre-Trained Audio Models	12
Towards Unified Multi-Domain Machine Translation With Mixture of Domain Experts	12
Controllable Dialogue Generation With Disentangled Multi-Grained Style Specification and Attribute Consistency Reward	12
ELP-Adapters: Parameter Efficient Adapter Tuning for Various Speech Processing Tasks	12
Multi-Task Attentive Residual Networks for Argument Mining	12
Auffusion: Leveraging the Power of Diffusion and Large Language Models for Text-to-Audio Generation	12
WDSRL: Multi-Domain Neural Machine Translation With Word-Level Domain-Sensitive Representation Learning	11
USDnet: Unsupervised Speech Dereverberation via Neural Forward Filtering	11
Recent Trends in Deep Learning Based Textual Emotion Cause Extraction	11
Sparse DNN Model for Frequency Expanding of Higher Order Ambisonics Encoding Process	11
Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech	11
Assessing the Generalization Gap of Learning-Based Speech Enhancement Systems in Noisy and Reverberant Environments	11
A Variance-Preserving Interpolation Approach for Diffusion Models With Applications to Single Channel Speech Enhancement and Recognition	11
Boosting Cross-Domain Speech Recognition With Self-Supervision	11
Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning	11
LegoNN: Building Modular Encoder-Decoder Models	11
Adaptive Ensemble Self-Distillation With Consistent Gradients for Fast Inference of Pretrained Language Models	11
Modeling Speech Structure to Improve T-F Masks for Speech Enhancement and Recognition	11
A Compact Noise Covariance Matrix Model for MVDR Beamforming	11
Music Source Separation With Band-Split RNN	11
Interpretable Spectrum Transformation Attacks to Speaker Recognition Systems	11
Transforming Wikipedia Into Augmented Data for Query-Focused Summarization	11
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning	11
Multi-Channel Conversational Speaker Separation via Neural Diarization	11
STFF-SM: Steganalysis Model Based on Spatial and Temporal Feature Fusion for Speech Streams	11
Statistically Guided Near-End Speech Intelligibility Improvement Through Voice Transformation and Transfer Learning	11
SinTechSVS: A Singing Technique Controllable Singing Voice Synthesis System	11
Joint Dual Learning With Mutual Information Maximization for Natural Language Understanding and Generation in Dialogues	11
Decoupling and Interacting Multi-Task Learning Network for Joint Speech and Accent Recognition	11
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training	11
A Multi-Level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference	11
The Power of Fragmentation: A Hierarchical Transformer Model for Structural Segmentation in Symbolic Music Generation	11