IEEE-ACM Transactions on Audio Speech and Language Processing

Article	Citations
Generalizing Speaker Verification for Spoof Awareness in the Embedding Space	225
Interpretable Multimodal Capsule Fusion	189
Similarity Measurement of Segment-Level Speaker Embeddings in Speaker Diarization	160
Improvement of Accent Classification Models Through Grad-Transfer From Spectrograms and Gradient-Weighted Class Activation Mapping	94
Representation Learning With Hidden Unit Clustering for Low Resource Speech Applications	91
A User-Centric Approach for Deep Residual-Echo Suppression in Double-Talk	79
Decorrelation in Feedback Delay Networks	72
CET2: Modelling Topic Transitions for Coherent and Engaging Knowledge-Grounded Conversations	63
WDEA: The Structure and Semantic Fusion With Wasserstein Distance for Low-Resource Language Entity Alignment	53
Review of Methods for Automatic Speaker Verification	51
The VoxCeleb Speaker Recognition Challenge: A Retrospective	48
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	45
Envelope-Based Multichannel Noise Reduction for Cochlear Implant Applications	45
$\mathcal {P}$owMix: A Versatile Regularizer for Multimodal Sentiment Analysis	42
SBSim: A Sentence-BERT Similarity-Based Evaluation Metric for Indian Language Neural Machine Translation Systems	42
Towards Generating Diverse Audio Captions via Adversarial Training	42
Multi-Channel to Multi-Channel Noise Reduction and Reverberant Speech Preservation in Time-Varying Acoustic Scenes for Binaural Reproduction	40
Audio-Only Phonetic Segment Classification Using Embeddings Learned From Audio and Ultrasound Tongue Imaging Data	39
MO-Transformer: Extract High-Level Relationship Between Words for Neural Machine Translation	37
The Harmonic Shift Algorithm for Efficient Multi-Pitch Detection	37
Reverberant Source Separation Using NTF With Delayed Subsources and Spatial Priors	36
DropAttack: A Random Dropped Weight Attack Adversarial Training for Natural Language Understanding	36
Multi-Level Time-Frequency Bins Selection for Direction of Arrival Estimation Using a Single Acoustic Vector Sensor	36
Inference Skipping for More Efficient Real-Time Speech Enhancement With Parallel RNNs	35

Comparison of Feature Extraction Methods for Sound-Based Classification of Honey Bee Activity	35
Enhancing Robustness of Speech Watermarking Using a Transformer-Based Framework Exploiting Acoustic Features	35
Attention-Based Speech Enhancement Using Human Quality Perception Modeling	32
AudioLM: A Language Modeling Approach to Audio Generation	32
Learning Discriminative Representations and Decision Boundaries for Open Intent Detection	32
Learning Phone Recognition From Unpaired Audio and Phone Sequences Based on Generative Adversarial Network	32
Source Separation of Piano Concertos Using Musically Motivated Augmentation Techniques	32
COVID-19 Detection via Fusion of Modulation Spectrum and Linear Prediction Speech Features	31
Textless Unit-to-Unit Training for Many-to-Many Multilingual Speech-to-Speech Translation	31
Audio-Visual Cross-Attention Network for Robotic Speaker Tracking	30
Hate Speech Detection via Dual Contrastive Learning	29
IEEE Signal Processing Society Information	28
Automatic Math Word Problem Generation With Topic-Expression Co-Attention Mechanism and Reinforcement Learning	28
Distinctive and Natural Speaker Anonymization via Singular Value Transformation-Assisted Matrix	28
Enhanced Multi-Domain Dialogue State Tracker With Second-Order Slot Interactions	27
USEV: Universal Speaker Extraction With Visual Cue	26
Predicting Level-Dependent Changes in Concurrent Vowel Scores Using the 2D-CNN Models	26
Adaptive Multi-Domain Dialogue State Tracking on Spoken Conversations	26
Emotion Prediction Oriented Method With Multiple Supervisions for Emotion-Cause Pair Extraction	25
End-to-End Open Vocabulary Keyword Search With Multilingual Neural Representations	25
Complex-Domain Pitch Estimation Algorithm for Narrowband Speech Signals	25
Label-Correction Capsule Network for Hierarchical Text Classification	25
Phrase-Aware Financial Sentiment Analysis Based on Constituent Syntax	25
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing	25
Pronunciation Dictionary-Free Multilingual Speech Synthesis Using Learned Phonetic Representations	25
Spherically Steerable Vector Differential Microphone Arrays	25
Sound Field Estimation Based on Physics-Constrained Kernel Interpolation Adapted to Environment	24
Disentangled Text Representation Learning With Information-Theoretic Perspective for Adversarial Robustness	24
Blind Audio Bandwidth Extension: A Diffusion-Based Zero-Shot Approach	24
Integrated Syntactic and Semantic Tree for Targeted Sentiment Classification Using Dual-Channel Graph Convolutional Network	24
Implicit Self-Supervised Language Representation for Spoken Language Diarization	23
Neural Coupled Sequence Labeling for Heterogeneous Annotation Conversion	23
Knowledge-Guided Transformer for Joint Theme and Emotion Classification of Chinese Classical Poetry	23
End-to-End Speaker Verification via Curriculum Bipartite Ranking Weighted Binary Cross-Entropy	23
Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation	22
Multi-Source Domain Adaptation and Fusion for Speaker Verification	22
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization	22
ReZero: Region-Customizable Sound Extraction	22
MusicYOLO: A Vision-Based Framework for Automatic Singing Transcription	21
Multi-Tone Active Noise Equalizer With Spatially Distributed User-Selected Profiles	21
Neural Multi-Channel and Multi-Microphone Acoustic Echo Cancellation	20
Magnitude-Corrected and Time-Aligned Interpolation of Head-Related Transfer Functions	20
Grouped Feedback Delay Networks With Frequency-Dependent Coupling	20
Multi-Layer Combined Frequency and Periodicity Representations for Multi-Pitch Estimation of Multi-Instrument Music	20
Multi-Grained Evidence Inference for Multi-Choice Reading Comprehension	20
Blind Identification of Ambisonic Reduced Room Impulse Response	20
Training a Singing Transcription Model Using Connectionist Temporal Classification Loss and Cross-Entropy Loss	20
FlowHash: Accelerating Audio Search With Balanced Hashing via Normalizing Flow	19
Generalized Hyperbolic Tangent Based Random Fourier Conjugate Gradient Filter for Nonlinear Active Noise Control	19
Dynamic Multi-Branch Layers for On-Device Neural Machine Translation	19

Increasing Context for Estimating Confidence Scores in Automatic Speech Recognition	19
Learning to Perturb for Contrastive Learning of Unsupervised Sentence Representations	19
$F0$ Estimation and Voicing Detection With Cascade Architecture in Noisy Speech	19
Learning Dynamic and Static Representations for Extrapolation-Based Temporal Knowledge Graph Reasoning	19
Artificial Vocal Learning Guided by Phoneme Recognition and Visual Information	19
Unsupervised Music Source Separation Using Differentiable Parametric Source Models	18
Tackling Interpretability in Audio Classification Networks With Non-negative Matrix Factorization	18
DiCLET-TTS: Diffusion Model Based Cross-Lingual Emotion Transfer for Text-to-Speech — A Study Between English and Mandarin	18
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection	18
Weighted Frequency Smoothing for Enhanced Speaker Localization	18
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags	18
Howling Detection and Gain Control for Speech Reinforcement in a Noisy Car Cabin Environment	18
Attention Analysis and Calibration for Transformer in Natural Language Generation	17
Improving Speech Translation Accuracy and Time Efficiency With Fine-Tuned wav2vec 2.0-Based Speech Segmentation	17
Anti-Aliasing Speech DOA Estimation Under Spatial Aliasing Conditions	17
Cross-Modal Interaction via Reinforcement Feedback for Audio-Lyrics Retrieval	17
Scalable-Complexity Steered Response Power Based on Low-Rank and Sparse Interpolation	17
Unsupervised Disentanglement Learning Model for Exemplar-Guided Paraphrase Generation	17
Decomposition-Based Wiener Filter Using the Kronecker Product and Conjugate Gradient Method	17
Attention-Based Encoder-Decoder End-to-End Neural Diarization With Embedding Enhancer	17
ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification	17
Aggregating Frame-Level Information in the Spectral Domain With Self-Attention for Speaker Embedding	17
PE-Wav2vec: A Prosody-Enhanced Speech Model for Self-Supervised Prosody Learning in TTS	17
Towards Lightweight Speaker Verification via Adaptive Neural Network Quantization	17
Towards Recognition for Radio-Echo Speech in Air Traffic Control: Dataset and a Contrastive Learning Approach	17
An Analysis of Traditional Noise Power Spectral Density Estimators Based on the Gaussian Stochastic Volatility Model	17
Query-Efficient Black-Box Adversarial Attacks on Automatic Speech Recognition	17
Enhancing Conformer-Based Sound Event Detection Using Frequency Dynamic Convolutions and BEATs Audio Embeddings	17
Bayesian Parameter-Efficient Fine-Tuning for Overcoming Catastrophic Forgetting	17
DiaPer: End-to-End Neural Diarization With Perceiver-Based Attractors	16
CoNeTTE: An Efficient Audio Captioning System Leveraging Multiple Datasets With Task Embedding	16
Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information	16
HPSG-Inspired Joint Neural Constituent and Dependency Parsing in O($n^3$) Time Complexity	16
Refining History for Future-Aware Neural Machine Translation	16
Microphone Array Beamforming With High Flexible Interference Attenuation and Noise Reduction	16
Joint Multiscale Cross-Lingual Speaking Style Transfer With Bidirectional Attention Mechanism for Automatic Dubbing	16
The VoicePrivacy 2022 Challenge: Progress and Perspectives in Voice Anonymisation	15
Audio-Visual End-to-End Multi-Channel Speech Separation, Dereverberation and Recognition	15
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs	15
A New Diffusion Filtered-X Affine Projection Algorithm: Performance Analysis and Application in Windy Environment	15
Visually Grounded Few-Shot Word Learning in Low-Resource Settings	15
A Digital Twin Architecture for Wireless Networked Adaptive Active Noise Control	15
Acoustic Modelling From Raw Source and Filter Components for Dysarthric Speech Recognition	15
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance	15
An Optimized Zero-Attracting LMS Algorithm for the Identification of Sparse System	15
Parametric Ambisonic Encoding of Arbitrary Microphone Arrays	15
TDFNet: Transformer-Based Deep-Scale Fusion Network for Multimodal Emotion Recognition	14
Multi-Channel Talker-Independent Speaker Separation Through Location-Based Training	14
Multi-Channel Speech Separation Using Spatially Selective Deep Non-Linear Filters	14
Enhancing Paraphrase Question Generation With Prior Knowledge	14
Minimum Processing Near-End Listening Enhancement	14
U-Shaped Transformer With Frequency-Band Aware Attention for Speech Enhancement	14
Unified Instance and Knowledge Alignment Pretraining for Aspect-Based Sentiment Analysis	14
A Perceptually Evaluated Signal Model: Collisions Between a Vibrating Object and an Obstacle	14
Coefficients-Switched Normalized Least-Mean- Squares Adaption in Echo Canceler of Sparse-Echo-Path	14
Configurable EBEN: Extreme Bandwidth Extension Network to Enhance Body-Conducted Speech Capture	14
BEHM-GAN: Bandwidth Extension of Historical Music Using Generative Adversarial Networks	14
Hybrid-Frequency-Resolution Adaptive Kalman Filter for Online Identification of Long Acoustic Responses With Low Input-Output Latency	14
Contrastive Learning for Target Speaker Extraction With Attention-Based Fusion	14
Distance Metric-Based Open-Set Domain Adaptation for Speaker Verification	13
TriSAT: Trimodal Representation Learning for Multimodal Sentiment Analysis	13
Distributed Combined Acoustic Echo Cancellation and Noise Reduction in Wireless Acoustic Sensor and Actuator Networks	13
EchoScan: Scanning Complex Room Geometries via Acoustic Echoes	13
Active Discovering New Slots for Task-Oriented Conversation	13
Optimal Modal Decomposition for Directionally Biased Sound Field Recording	13
Acoustic-to-Articulatory Mapping With Joint Optimization of Deep Speech Enhancement and Articulatory Inversion Models	13
S-Vectors and TESA: Speaker Embeddings and a Speaker Authenticator Based on Transformer Encoder	13
Multi-Teacher Distillation With Single Model for Neural Machine Translation	13
Higher-Order Stereophony	13
Towards Improved Objective Perceptual Audio Quality Assessment - Part 1: A Novel Data-Driven Cognitive Model	13
NeuralDPS: Neural Deterministic Plus Stochastic Model With Multiband Excitation for Noise-Controllable Waveform Generation	13
A CTC Alignment-Based Non-Autoregressive Transformer for End-to-End Automatic Speech Recognition	13
Syntax-Aware Multi-Spans Generation for Reading Comprehension	13
Duration Controllable Voice Conversion via Phoneme-Based Information Bottleneck	12
SpeechLM: Enhanced Speech Pre-Training With Unpaired Textual Data	12
Latent-Domain Predictive Neural Speech Coding	12
SoundStream: An End-to-End Neural Audio Codec	12
Meta-AF: Meta-Learning for Adaptive Filters	12
Multi-Source Discriminant Subspace Alignment for Cross-Domain Speech Emotion Recognition	12
On the Predictive Power of Objective Intelligibility Metrics for the Subjective Performance of Deep Complex Convolutional Recurrent Speech Enhancement Networks	12

Emulating Perceptual Evaluation of Voice Using Scattering Transform Based Features	12
Adversarial Multi-Task Learning for Mandarin Prosodic Boundary Prediction With Multi-Modal Embeddings	12
A Flexible Architecture Using Temporal, Spatial and Semantic Correlation-Based Algorithms for Story Segmentation of Broadcast News	12
Improving Non-Autoregressive Translation Quality With Pretrained Language Model, Embedding Distillation and Upsampling Strategy for CTC	12
Multi-Source Localization Using Optimized Time-Frequency Representation and Sparsity Component Analysis	12
AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text	12
A New Virtual Tracking Sub-Algorithm Based Hybrid Active Control System for Narrowband Noise With Impulsive Interference	12
A Composite T60 Regression and Classification Approach for Speech Dereverberation	12
Heterogeneous-Graph Reasoning With Context Paraphrase for Commonsense Question Answering	12
MRC-PASCL: A Few-Shot Machine Reading Comprehension Approach via Post-Training and Answer Span-Oriented Contrastive Learning	12
ZMM-TTS: Zero-Shot Multilingual and Multispeaker Speech Synthesis Conditioned on Self-Supervised Discrete Speech Representations	12
Multi-Cue Guided Semi-Supervised Learning Toward Target Speaker Separation in Real Environments	11
Cross-Domain Aspect-Based Sentiment Classification With Tripartite Graph Modeling	11
Empathetic Response Generation Based on Plug-and-Play Mechanism With Empathy Perturbation	11
Speech Enhancement and Dereverberation With Diffusion-Based Generative Models	11
FSD50K: An Open Dataset of Human-Labeled Sound Events	11
MOSA: Music Motion With Semantic Annotation Dataset for Cross-Modal Music Processing	11
Operation-Augmented Numerical Reasoning for Question Answering	11
LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification	11
RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition	11
Decoding Knowledge Transfer for Neural Text-to-Speech Training	11
Consonant-Vowel Transition Models Based on Deep Learning for Objective Evaluation of Articulation	11
Statistical Analysis for Speaker Recognition Evaluation With Data Dependence and Three Score Distributions	11
Joint Maximum Likelihood Estimation of Microphone Array Parameters for a Reverberant Single Source Scenario	11
Interrelate Training and Clustering for Online Speaker Diarization	11
Dynamic Convolutional Neural Networks as Efficient Pre-Trained Audio Models	11
Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria	11
JMS-QA: A Joint Hierarchical Architecture for Mental Health Question Answering	11
The Weighted Cross-Modal Attention Mechanism With Sentiment Prediction Auxiliary Task for Multimodal Sentiment Analysis	11
Uncertainty-Driven Knowledge Distillation for Language Model Compression	11
Gradformer: A Framework for Multi-Aspect Multi-Granularity Pronunciation Assessment	10
FxLMS/F Based Tap Decomposed Adaptive Filter for Decentralized Active Noise Control System	10
Text-Inductive Graphone-Based Language Adaptation for Low-Resource Speech Synthesis	10
Improving Chinese Named Entity Recognition by Large-Scale Syntactic Dependency Graph	10
Retrieve-and-Edit Domain Adaptation for End2End Aspect Based Sentiment Analysis	10
Dynamic Prompt-Driven Zero-Shot Relation Extraction	10
FTDKD: Frequency-Time Domain Knowledge Distillation for Low-Quality Compressed Audio Deepfake Detection	10
EmoInt-Trans: A Multimodal Transformer for Identifying Emotions and Intents in Social Conversations	10
Rethinking Textual Adversarial Defense for Pre-Trained Language Models	10
Decomposed Meta-Learning for Few-Shot Sequence Labeling	10
Task-Adaptive Feature Fusion for Generalized Few-Shot Relation Classification in an Open World Environment	10
Selective Listening by Synchronizing Speech With Lips	10
List of Reviewers	10
Block-Based Perceptually Adaptive Sound Zones With Reproduction Error Constraints	10
Improved Transformer With Multi-Head Dense Collaboration	10
Adaptive Pre-Training and Collaborative Fine-Tuning: A Win-Win Strategy to Improve Review Analysis Tasks	10
En-HACN: Enhancing Hybrid Architecture With Fast Attention and Capsule Network for End-to-end Speech Recognition	10
Multi-Task Attentive Residual Networks for Argument Mining	9
Direct and Residual Subspace Decomposition of Spatial Room Impulse Responses	9
Artist Similarity Based on Heterogeneous Graph Neural Networks	9
Modeling Speech Structure to Improve T-F Masks for Speech Enhancement and Recognition	9
Towards Unified Multi-Domain Machine Translation With Mixture of Domain Experts	9
Recent Trends in Deep Learning Based Textual Emotion Cause Extraction	9
Integrating Prior Translation Knowledge Into Neural Machine Translation	9
Enhancing Low-Resource NLP by Consistency Training With Data and Model Perturbations	9
A Class of Pareto Optimal Binaural Beamformers	9
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR	9
Auffusion: Leveraging the Power of Diffusion and Large Language Models for Text-to-Audio Generation	9
Interpretable Spectrum Transformation Attacks to Speaker Recognition Systems	9
SinTechSVS: A Singing Technique Controllable Singing Voice Synthesis System	9
Constant-Beamwidth Beamforming With Nonuniform Concentric Ring Arrays	9
ELP-Adapters: Parameter Efficient Adapter Tuning for Various Speech Processing Tasks	9
JoinER-BART: Joint Entity and Relation Extraction With Constrained Decoding, Representation Reuse and Fusion	9
Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech	9
Controllable Dialogue Generation With Disentangled Multi-Grained Style Specification and Attribute Consistency Reward	9
Distributed Microphone Array Localization Problem via SDP-SOCP Method	9
Joint Dual Learning With Mutual Information Maximization for Natural Language Understanding and Generation in Dialogues	9
Automatic Detection of Speech Sound Disorder in Cantonese-Speaking Pre-School Children	9
Sparse DNN Model for Frequency Expanding of Higher Order Ambisonics Encoding Process	9
NoiseBandNet: Controllable Time-Varying Neural Synthesis of Sound Effects Using Filterbanks	9
Data-Centric Methods for Environmental Sound Classification With Limited Labels	9
Music Source Separation With Band-Split RNN	9
Decoupling and Interacting Multi-Task Learning Network for Joint Speech and Accent Recognition	9
General Frame-Wise Steganalysis of Compressed Speech Based on Dual-Domain Representation and Intra-Frame Correlation Leaching	8
Adaptive Ensemble Self-Distillation With Consistent Gradients for Fast Inference of Pretrained Language Models	8
Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning	8
WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research	8
Zero-Shot Cross-Lingual Named Entity Recognition via Progressive Multi-Teacher Distillation	8
Hiformer: Sequence Modeling Networks With Hierarchical Attention Mechanisms	8
Overview of the Tenth Dialog System Technology Challenge: DSTC10	8
Multi-Channel Conversational Speaker Separation via Neural Diarization	8
Statistically Guided Near-End Speech Intelligibility Improvement Through Voice Transformation and Transfer Learning	8
A Variance-Preserving Interpolation Approach for Diffusion Models With Applications to Single Channel Speech Enhancement and Recognition	8
STFT-Domain Neural Speech Enhancement With Very Low Algorithmic Latency	8
Real-Time Multichannel Deep Speech Enhancement in Hearing Aids: Comparing Monaural and Binaural Processing in Complex Acoustic Scenarios	8
BioPRO: Context-Infused Prompt Learning for Biomedical Entity Linking	8
A Multi-Level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference	8
PQG-A2SA: Performance Quantification Guided Audio-to-Score Alignment for Orchestral Music	8
Task-Specific Optimization of Virtual Channel Linear Prediction-Based Speech Dereverberation Front-End for Far-Field Speaker Verification	8
WDSRL: Multi-Domain Neural Machine Translation With Word-Level Domain-Sensitive Representation Learning	8
The Power of Fragmentation: A Hierarchical Transformer Model for Structural Segmentation in Symbolic Music Generation	8
AmbiSep: Joint Ambisonic-to-Ambisonic Speech Separation and Noise Reduction	8
On the Quantization of Neural Models for Speaker Verification	8
Analysis and Design of Head-Tracked Compensation for Bilateral Ambisonics	8
Training-Based Multiple Source Tracking Using Manifold-Learning and Recursive Expectation-Maximization	8