IEEE-ACM Transactions on Audio Speech and Language Processing

Article	Citations
Representation Learning With Hidden Unit Clustering for Low Resource Speech Applications	363
Decorrelation in Feedback Delay Networks	264
CET2: Modelling Topic Transitions for Coherent and Engaging Knowledge-Grounded Conversations	239
WDEA: The Structure and Semantic Fusion With Wasserstein Distance for Low-Resource Language Entity Alignment	158
$\mathcal {P}$owMix: A Versatile Regularizer for Multimodal Sentiment Analysis	140
Multi-Channel to Multi-Channel Noise Reduction and Reverberant Speech Preservation in Time-Varying Acoustic Scenes for Binaural Reproduction	119
Audio-Only Phonetic Segment Classification Using Embeddings Learned From Audio and Ultrasound Tongue Imaging Data	117
The Harmonic Shift Algorithm for Efficient Multi-Pitch Detection	110
Enhancing Robustness of Speech Watermarking Using a Transformer-Based Framework Exploiting Acoustic Features	90
Reverberant Source Separation Using NTF With Delayed Subsources and Spatial Priors	83
DropAttack: A Random Dropped Weight Attack Adversarial Training for Natural Language Understanding	81
SBSim: A Sentence-BERT Similarity-Based Evaluation Metric for Indian Language Neural Machine Translation Systems	71
The VoxCeleb Speaker Recognition Challenge: A Retrospective	64
Similarity Measurement of Segment-Level Speaker Embeddings in Speaker Diarization	63
Efficient Lightweight Speaker Verification With Broadcasting CNN-Transformer and Knowledge Distillation Training of Self-Attention Maps	61
Envelope-Based Multichannel Noise Reduction for Cochlear Implant Applications	61
Improvement of Accent Classification Models Through Grad-Transfer From Spectrograms and Gradient-Weighted Class Activation Mapping	60
Refining Synthesized Speech Using Speaker Information and Phone Masking for Data Augmentation of Speech Recognition	60
MO-Transformer: Extract High-Level Relationship Between Words for Neural Machine Translation	57
Inference Skipping for More Efficient Real-Time Speech Enhancement With Parallel RNNs	57
A User-Centric Approach for Deep Residual-Echo Suppression in Double-Talk	55
Attention-Based Speech Enhancement Using Human Quality Perception Modeling	54
Learning Phone Recognition From Unpaired Audio and Phone Sequences Based on Generative Adversarial Network	52
Interpretable Multimodal Capsule Fusion	50
Generalizing Speaker Verification for Spoof Awareness in the Embedding Space	49

Multi-Level Time-Frequency Bins Selection for Direction of Arrival Estimation Using a Single Acoustic Vector Sensor	48
Review of Methods for Automatic Speaker Verification	46
Comparison of Feature Extraction Methods for Sound-Based Classification of Honey Bee Activity	46
Towards Generating Diverse Audio Captions via Adversarial Training	45
AudioLM: A Language Modeling Approach to Audio Generation	44
Adaptive Multi-Domain Dialogue State Tracking on Spoken Conversations	43
Enhanced Multi-Domain Dialogue State Tracker With Second-Order Slot Interactions	43
Learning Discriminative Representations and Decision Boundaries for Open Intent Detection	43
Predicting Level-Dependent Changes in Concurrent Vowel Scores Using the 2D-CNN Models	42
Label-Correction Capsule Network for Hierarchical Text Classification	41
Complex-Domain Pitch Estimation Algorithm for Narrowband Speech Signals	41
Spherically Steerable Vector Differential Microphone Arrays	41
Implicit Self-Supervised Language Representation for Spoken Language Diarization	40
End-to-End Open Vocabulary Keyword Search With Multilingual Neural Representations	40
Integrated Syntactic and Semantic Tree for Targeted Sentiment Classification Using Dual-Channel Graph Convolutional Network	39
COVID-19 Detection via Fusion of Modulation Spectrum and Linear Prediction Speech Features	38
Source Separation of Piano Concertos Using Musically Motivated Augmentation Techniques	37
IEEE Signal Processing Society Information	36
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization	36
Neural Coupled Sequence Labeling for Heterogeneous Annotation Conversion	35
Knowledge-Guided Transformer for Joint Theme and Emotion Classification of Chinese Classical Poetry	35
Pronunciation Dictionary-Free Multilingual Speech Synthesis Using Learned Phonetic Representations	35
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing	34
Textless Unit-to-Unit Training for Many-to-Many Multilingual Speech-to-Speech Translation	34
USEV: Universal Speaker Extraction With Visual Cue	33
Sound Field Estimation Based on Physics-Constrained Kernel Interpolation Adapted to Environment	32
Blind Audio Bandwidth Extension: A Diffusion-Based Zero-Shot Approach	32
Phrase-Aware Financial Sentiment Analysis Based on Constituent Syntax	32
Automatic Math Word Problem Generation With Topic-Expression Co-Attention Mechanism and Reinforcement Learning	31
Hate Speech Detection via Dual Contrastive Learning	31
Distinctive and Natural Speaker Anonymization via Singular Value Transformation-Assisted Matrix	30
ReZero: Region-Customizable Sound Extraction	30
Multi-Source Domain Adaptation and Fusion for Speaker Verification	30
End-to-End Speaker Verification via Curriculum Bipartite Ranking Weighted Binary Cross-Entropy	30
Disentangled Text Representation Learning With Information-Theoretic Perspective for Adversarial Robustness	30
Emotion Prediction Oriented Method With Multiple Supervisions for Emotion-Cause Pair Extraction	29
Audio-Visual Cross-Attention Network for Robotic Speaker Tracking	29
Learning to Perturb for Contrastive Learning of Unsupervised Sentence Representations	29
FlowHash: Accelerating Audio Search With Balanced Hashing via Normalizing Flow	28
Blind Identification of Ambisonic Reduced Room Impulse Response	28
Howling Detection and Gain Control for Speech Reinforcement in a Noisy Car Cabin Environment	28
Grouped Feedback Delay Networks With Frequency-Dependent Coupling	28
Multi-Tone Active Noise Equalizer With Spatially Distributed User-Selected Profiles	28
Increasing Context for Estimating Confidence Scores in Automatic Speech Recognition	28
Multi-Grained Evidence Inference for Multi-Choice Reading Comprehension	28
Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation	27
Training a Singing Transcription Model Using Connectionist Temporal Classification Loss and Cross-Entropy Loss	27
Multi-Layer Combined Frequency and Periodicity Representations for Multi-Pitch Estimation of Multi-Instrument Music	26
Weighted Frequency Smoothing for Enhanced Speaker Localization	26
Artificial Vocal Learning Guided by Phoneme Recognition and Visual Information	26

MusicYOLO: A Vision-Based Framework for Automatic Singing Transcription	26
Tackling Interpretability in Audio Classification Networks With Non-negative Matrix Factorization	25
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags	25
Generalized Hyperbolic Tangent Based Random Fourier Conjugate Gradient Filter for Nonlinear Active Noise Control	25
Dynamic Multi-Branch Layers for On-Device Neural Machine Translation	25
Learning Dynamic and Static Representations for Extrapolation-Based Temporal Knowledge Graph Reasoning	25
$F0$ Estimation and Voicing Detection With Cascade Architecture in Noisy Speech	25
Neural Multi-Channel and Multi-Microphone Acoustic Echo Cancellation	24
Unsupervised Music Source Separation Using Differentiable Parametric Source Models	24
Magnitude-Corrected and Time-Aligned Interpolation of Head-Related Transfer Functions	24
Towards Recognition for Radio-Echo Speech in Air Traffic Control: Dataset and a Contrastive Learning Approach	24
DiCLET-TTS: Diffusion Model Based Cross-Lingual Emotion Transfer for Text-to-Speech — A Study Between English and Mandarin	24
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection	24
U-Shaped Transformer With Frequency-Band Aware Attention for Speech Enhancement	23
Cross-Modal Interaction via Reinforcement Feedback for Audio-Lyrics Retrieval	23
DiaPer: End-to-End Neural Diarization With Perceiver-Based Attractors	23
Visually Grounded Few-Shot Word Learning in Low-Resource Settings	23
Decomposition-Based Wiener Filter Using the Kronecker Product and Conjugate Gradient Method	23
Bayesian Parameter-Efficient Fine-Tuning for Overcoming Catastrophic Forgetting	23
Improving Speech Translation Accuracy and Time Efficiency With Fine-Tuned wav2vec 2.0-Based Speech Segmentation	23
Configurable EBEN: Extreme Bandwidth Extension Network to Enhance Body-Conducted Speech Capture	23
Towards Lightweight Speaker Verification via Adaptive Neural Network Quantization	23
Scalable-Complexity Steered Response Power Based on Low-Rank and Sparse Interpolation	23
Refining History for Future-Aware Neural Machine Translation	23
Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information	22
Unified Instance and Knowledge Alignment Pretraining for Aspect-Based Sentiment Analysis	22
Microphone Array Beamforming With High Flexible Interference Attenuation and Noise Reduction	22
ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification	22
The VoicePrivacy 2022 Challenge: Progress and Perspectives in Voice Anonymisation	22
Anti-Aliasing Speech DOA Estimation Under Spatial Aliasing Conditions	22
Parametric Ambisonic Encoding of Arbitrary Microphone Arrays	22
Multi-Channel Talker-Independent Speaker Separation Through Location-Based Training	22
Acoustic Modelling From Raw Source and Filter Components for Dysarthric Speech Recognition	22
Query-Efficient Black-Box Adversarial Attacks on Automatic Speech Recognition	22
PE-Wav2vec: A Prosody-Enhanced Speech Model for Self-Supervised Prosody Learning in TTS	22
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs	22
An Optimized Zero-Attracting LMS Algorithm for the Identification of Sparse System	21
A New Diffusion Filtered-X Affine Projection Algorithm: Performance Analysis and Application in Windy Environment	21
Attention Analysis and Calibration for Transformer in Natural Language Generation	21
An Analysis of Traditional Noise Power Spectral Density Estimators Based on the Gaussian Stochastic Volatility Model	21
Aggregating Frame-Level Information in the Spectral Domain With Self-Attention for Speaker Embedding	21
HPSG-Inspired Joint Neural Constituent and Dependency Parsing in O($n^3$) Time Complexity	21
Multi-Channel Speech Separation Using Spatially Selective Deep Non-Linear Filters	20
Minimum Processing Near-End Listening Enhancement	20
Joint Multiscale Cross-Lingual Speaking Style Transfer With Bidirectional Attention Mechanism for Automatic Dubbing	20
A Digital Twin Architecture for Wireless Networked Adaptive Active Noise Control	20
Enhancing Conformer-Based Sound Event Detection Using Frequency Dynamic Convolutions and BEATs Audio Embeddings	20
Enhancing Paraphrase Question Generation With Prior Knowledge	20
Attention-Based Encoder-Decoder End-to-End Neural Diarization With Embedding Enhancer	20
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance	20
Audio-Visual End-to-End Multi-Channel Speech Separation, Dereverberation and Recognition	20
Unsupervised Disentanglement Learning Model for Exemplar-Guided Paraphrase Generation	20
CoNeTTE: An Efficient Audio Captioning System Leveraging Multiple Datasets With Task Embedding	20
TDFNet: Transformer-Based Deep-Scale Fusion Network for Multimodal Emotion Recognition	20
Coefficients-Switched Normalized Least-Mean- Squares Adaption in Echo Canceler of Sparse-Echo-Path	19
Optimal Modal Decomposition for Directionally Biased Sound Field Recording	19
Hybrid-Frequency-Resolution Adaptive Kalman Filter for Online Identification of Long Acoustic Responses With Low Input-Output Latency	19
TriSAT: Trimodal Representation Learning for Multimodal Sentiment Analysis	19
Distributed Combined Acoustic Echo Cancellation and Noise Reduction in Wireless Acoustic Sensor and Actuator Networks	19
Higher-Order Stereophony	19
Towards Improved Objective Perceptual Audio Quality Assessment - Part 1: A Novel Data-Driven Cognitive Model	19
Emulating Perceptual Evaluation of Voice Using Scattering Transform Based Features	19
Acoustic-to-Articulatory Mapping With Joint Optimization of Deep Speech Enhancement and Articulatory Inversion Models	19
Contrastive Learning for Target Speaker Extraction With Attention-Based Fusion	19
NeuralDPS: Neural Deterministic Plus Stochastic Model With Multiband Excitation for Noise-Controllable Waveform Generation	19
Distance Metric-Based Open-Set Domain Adaptation for Speaker Verification	19
Syntax-Aware Multi-Spans Generation for Reading Comprehension	19
Active Discovering New Slots for Task-Oriented Conversation	19
A Perceptually Evaluated Signal Model: Collisions Between a Vibrating Object and an Obstacle	19
SoundStream: An End-to-End Neural Audio Codec	18
BEHM-GAN: Bandwidth Extension of Historical Music Using Generative Adversarial Networks	18
Improving Non-Autoregressive Translation Quality With Pretrained Language Model, Embedding Distillation and Upsampling Strategy for CTC	18
Decoding Knowledge Transfer for Neural Text-to-Speech Training	18
EchoScan: Scanning Complex Room Geometries via Acoustic Echoes	18
S-Vectors and TESA: Speaker Embeddings and a Speaker Authenticator Based on Transformer Encoder	18
Heterogeneous-Graph Reasoning With Context Paraphrase for Commonsense Question Answering	18
Adversarial Multi-Task Learning for Mandarin Prosodic Boundary Prediction With Multi-Modal Embeddings	18
Multi-Teacher Distillation With Single Model for Neural Machine Translation	18
A CTC Alignment-Based Non-Autoregressive Transformer for End-to-End Automatic Speech Recognition	18
Multi-Source Localization Using Optimized Time-Frequency Representation and Sparsity Component Analysis	18

Duration Controllable Voice Conversion via Phoneme-Based Information Bottleneck	17
MOSA: Music Motion With Semantic Annotation Dataset for Cross-Modal Music Processing	17
Latent-Domain Predictive Neural Speech Coding	17
FSD50K: An Open Dataset of Human-Labeled Sound Events	17
On the Predictive Power of Objective Intelligibility Metrics for the Subjective Performance of Deep Complex Convolutional Recurrent Speech Enhancement Networks	17
Speech Enhancement and Dereverberation With Diffusion-Based Generative Models	17
Consonant-Vowel Transition Models Based on Deep Learning for Objective Evaluation of Articulation	17
SpeechLM: Enhanced Speech Pre-Training With Unpaired Textual Data	17
AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text	17
ZMM-TTS: Zero-Shot Multilingual and Multispeaker Speech Synthesis Conditioned on Self-Supervised Discrete Speech Representations	16
A New Virtual Tracking Sub-Algorithm Based Hybrid Active Control System for Narrowband Noise With Impulsive Interference	16
The Weighted Cross-Modal Attention Mechanism With Sentiment Prediction Auxiliary Task for Multimodal Sentiment Analysis	16
Statistical Analysis for Speaker Recognition Evaluation With Data Dependence and Three Score Distributions	16
LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification	16
Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria	16
En-HACN: Enhancing Hybrid Architecture With Fast Attention and Capsule Network for End-to-end Speech Recognition	16
Multi-Source Discriminant Subspace Alignment for Cross-Domain Speech Emotion Recognition	16
Meta-AF: Meta-Learning for Adaptive Filters	16
Joint Maximum Likelihood Estimation of Microphone Array Parameters for a Reverberant Single Source Scenario	16
Cross-Domain Aspect-Based Sentiment Classification With Tripartite Graph Modeling	16
Empathetic Response Generation Based on Plug-and-Play Mechanism With Empathy Perturbation	16
Task-Adaptive Feature Fusion for Generalized Few-Shot Relation Classification in an Open World Environment	16
MRC-PASCL: A Few-Shot Machine Reading Comprehension Approach via Post-Training and Answer Span-Oriented Contrastive Learning	16
A Flexible Architecture Using Temporal, Spatial and Semantic Correlation-Based Algorithms for Story Segmentation of Broadcast News	16
A Composite T60 Regression and Classification Approach for Speech Dereverberation	16
JMS-QA: A Joint Hierarchical Architecture for Mental Health Question Answering	16
List of Reviewers	16
Adaptive Pre-Training and Collaborative Fine-Tuning: A Win-Win Strategy to Improve Review Analysis Tasks	16
Text-Inductive Graphone-Based Language Adaptation for Low-Resource Speech Synthesis	15
Block-Based Perceptually Adaptive Sound Zones With Reproduction Error Constraints	15
Multi-Cue Guided Semi-Supervised Learning Toward Target Speaker Separation in Real Environments	15
Uncertainty-Driven Knowledge Distillation for Language Model Compression	15
FxLMS/F Based Tap Decomposed Adaptive Filter for Decentralized Active Noise Control System	15
Decomposed Meta-Learning for Few-Shot Sequence Labeling	15
Rethinking Textual Adversarial Defense for Pre-Trained Language Models	15
Dynamic Prompt-Driven Zero-Shot Relation Extraction	15
Dynamic Convolutional Neural Networks as Efficient Pre-Trained Audio Models	15
Selective Listening by Synchronizing Speech With Lips	15
Operation-Augmented Numerical Reasoning for Question Answering	15
FTDKD: Frequency-Time Domain Knowledge Distillation for Low-Quality Compressed Audio Deepfake Detection	15
Interrelate Training and Clustering for Online Speaker Diarization	15
Gradformer: A Framework for Multi-Aspect Multi-Granularity Pronunciation Assessment	15
EmoInt-Trans: A Multimodal Transformer for Identifying Emotions and Intents in Social Conversations	14
NoiseBandNet: Controllable Time-Varying Neural Synthesis of Sound Effects Using Filterbanks	14
Modeling Speech Structure to Improve T-F Masks for Speech Enhancement and Recognition	14
JoinER-BART: Joint Entity and Relation Extraction With Constrained Decoding, Representation Reuse and Fusion	14
Enhancing Low-Resource NLP by Consistency Training With Data and Model Perturbations	14
Controllable Dialogue Generation With Disentangled Multi-Grained Style Specification and Attribute Consistency Reward	14
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR	14
Direct and Residual Subspace Decomposition of Spatial Room Impulse Responses	14
Retrieve-and-Edit Domain Adaptation for End2End Aspect Based Sentiment Analysis	14
RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition	14
ELP-Adapters: Parameter Efficient Adapter Tuning for Various Speech Processing Tasks	14
Automatic Detection of Speech Sound Disorder in Cantonese-Speaking Pre-School Children	14
Auffusion: Leveraging the Power of Diffusion and Large Language Models for Text-to-Audio Generation	14
Joint Dual Learning With Mutual Information Maximization for Natural Language Understanding and Generation in Dialogues	14
Distributed Microphone Array Localization Problem via SDP-SOCP Method	14
Improving Chinese Named Entity Recognition by Large-Scale Syntactic Dependency Graph	14
Improved Transformer With Multi-Head Dense Collaboration	14
SinTechSVS: A Singing Technique Controllable Singing Voice Synthesis System	14
Multi-Task Attentive Residual Networks for Argument Mining	14
Integrating Prior Translation Knowledge Into Neural Machine Translation	14
A Class of Pareto Optimal Binaural Beamformers	14
Artist Similarity Based on Heterogeneous Graph Neural Networks	14
Sparse DNN Model for Frequency Expanding of Higher Order Ambisonics Encoding Process	14
Data-Centric Methods for Environmental Sound Classification With Limited Labels	14
LegoNN: Building Modular Encoder-Decoder Models	13
Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning	13
Constant-Beamwidth Beamforming With Nonuniform Concentric Ring Arrays	13
Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech	13
A Multi-Level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference	13
Overview of the Tenth Dialog System Technology Challenge: DSTC10	13
Boosting Cross-Domain Speech Recognition With Self-Supervision	13
Multi-Channel Conversational Speaker Separation via Neural Diarization	13
STFT-Domain Neural Speech Enhancement With Very Low Algorithmic Latency	13
WDSRL: Multi-Domain Neural Machine Translation With Word-Level Domain-Sensitive Representation Learning	13
Adaptive Ensemble Self-Distillation With Consistent Gradients for Fast Inference of Pretrained Language Models	13
Music Source Separation With Band-Split RNN	13
The Power of Fragmentation: A Hierarchical Transformer Model for Structural Segmentation in Symbolic Music Generation	13
Assessing the Generalization Gap of Learning-Based Speech Enhancement Systems in Noisy and Reverberant Environments	13
USDnet: Unsupervised Speech Dereverberation via Neural Forward Filtering	13
Recent Trends in Deep Learning Based Textual Emotion Cause Extraction	13
Transforming Wikipedia Into Augmented Data for Query-Focused Summarization	13
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning	13
Interpretable Spectrum Transformation Attacks to Speaker Recognition Systems	13
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training	13
Decoupling and Interacting Multi-Task Learning Network for Joint Speech and Accent Recognition	13
Towards Unified Multi-Domain Machine Translation With Mixture of Domain Experts	13
Statistically Guided Near-End Speech Intelligibility Improvement Through Voice Transformation and Transfer Learning	13
A Variance-Preserving Interpolation Approach for Diffusion Models With Applications to Single Channel Speech Enhancement and Recognition	13
A Compact Noise Covariance Matrix Model for MVDR Beamforming	13
WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research	13
STFF-SM: Steganalysis Model Based on Spatial and Temporal Feature Fusion for Speech Streams	13