Computer Speech and Language

Article	Citations
Corpus and unsupervised benchmark: Towards Tagalog grammatical error correction	84
A language-agnostic model of child language acquisition	84
Towards privacy-preserving conversation analysis in everyday life: Exploring the privacy-utility trade-off	78
Optimization of modular multi-speaker distant conversational speech recognition	77
Stochastic Data-to-Text Generation Using Syntactic Dependency Information	68
Automatic detection of behavioural codes in team interactions	68
KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System	43
Editorial Board	40
Seq2Seq dynamic planning network for progressive text generation	39
Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN	38
Room impulse response reshaping-based expectation–maximization in an underdetermined reverberant environment	36
Monotonic Gaussian regularization of attention for robust automatic speech recognition	32
Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning	32
Misogynistic attitude detection in YouTube comments and replies: A high-quality dataset and algorithmic models	31
Identifying offensive memes in low-resource languages: A multi-modal multi-task approach using valence and arousal	30
Editorial Board	29
A method of phonemic annotation for Chinese dialects based on a deep learning model with adaptive temporal attention and a feature disentangling structure	29
Multi-branch feature aggregation based on multiple weighting for speaker verification	29
PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition	24
Complementary regional energy features for spoofed speech detection	24
Contextual emotion detection using ensemble deep learning	23
Vishing: Detecting social engineering in spoken communication — A first survey & urgent roadmap to address an emerging societal challenge	23
Editorial Board	21
Exploring accidental triggers of smart speakers	20
A hybrid approach to Natural Language Inference for the SICK dataset	20

Augmentative and alternative speech communication (AASC) aid for people with dysarthria	20
Maximal activation weighted memory for aspect based sentiment analysis	20
Predicting accentedness and comprehensibility through ASR scores and acoustic features	19
Editorial Board	19
Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion	19
Enhancing analysis of diadochokinetic speech using deep neural networks	19
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages	19
Combining replay and LoRA for continual learning in natural language understanding	18
Combined generative and predictive modeling for speech super-resolution	16
Preserving the beamforming effect for spatial cue-based pseudo-binaural dereverberation of a single source	16
Representation learning strategies to model pathological speech: Effect of multiple spectral resolutions	16
A novel channel estimate for noise robust speech recognition	15
The use of Active Learning systems for stimulus selection and response modelling in perception experiments	15
A lightweight approach based on prompt for few-shot relation extraction	15
A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment	15
Loanword identification based on web resources: A case study on wikipedia	15
English–Assamese neural machine translation using prior alignment and pre-trained language model	15
Under the hood: Phonemic Restoration in transformer-based automatic speech recognition	15
Privacy-preserving feature extractor using adversarial pruning for TBI assessment from speech	14
Unsupervised induction of inflectional families	14
Meta adversarial learning improves low-resource speech recognition	14
Editorial Board	14
Editorial Board	13
Evidence and Axial Attention Guided Document-level Relation Extraction	13
Conversations in the wild: Data collection, automatic generation and evaluation	13
A bias evaluation solution for multiple sensitive attribute speech recognition	13
Compress, Align, and Transfer: A new method for transferring pre-trained language models knowledge to CTC-based speech recognition	13
Editorial Board	13
Effects of cross-cultural language differences on social cognition during human-agent interaction in cooperative game environments	13
A multi-label emoji classification method using balanced pointwise mutual information-based feature selection	12
SecNLP: An NLP classification model watermarking framework based on multi-task learning	12
A novel graph kernel algorithm for improving the effect of text classification	12
Named entity recognition using neural language model and CRF for Hindi language	12
Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection	12
Raw acoustic-articulatory multimodal dysarthric speech recognition	12
Performance assessment of voice conversion models using speech production-based parameters	12
MPSA-DenseNet: A novel deep learning model for English accent classification	12
Modality fusion using auxiliary tasks for dementia detection	12
A flexible BERT model enabling width- and depth-dynamic inference	11
Towards decoupling frontend enhancement and backend recognition in monaural robust ASR	11
Editorial Board	11
Conversation Initiation of Mothers, Fathers, and Toddlers in their Natural Home Environment	11
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	11
Tailored design of Audio–Visual Speech Recognition models using Branchformers	11
Effective infant cry signal analysis and reasoning using IARO based leaky Bi-LSTM model	11
Towards inclusive automatic speech recognition	11
A tag-based methodology for the detection of user repair strategies in task-oriented conversational agents	11
Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech	11
Addressing subjectivity in paralinguistic data labeling for improved classification performance: A case study with Spanish-speaking Mexican children using data balancing and semi-supervised learning	11
Improved relation extraction through key phrase identification using community detection on dependency trees	11

Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis	11
Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement	11
Prototypical networks relation classification model based on entity convolution	11
A computational analysis of transcribed speech of people living with dementia: The Anchise 2022 Corpus	11
FinD: Fine-grained discrepancy-based fake news detection enhanced by event abstract generation	11
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge	10
Multiple time-instances features based approach for reference-free speech quality measurement	10
Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems	10
Multi-task unified model for Chinese aspect-based sentiment analysis	10
Continual End-to-End Speech-to-Text translation using augmented bi-sampler	10
A closer look at reinforcement learning-based automatic speech recognition	10
GenCeption: Evaluate vision LLMs with unlabeled unimodal data	10
Towards lifelong human assisted speaker diarization	10
A neural network approach for speech enhancement and noise-robust bandwidth extension	9
Adaptive feature extraction for entity relation extraction	9
DiffATSM: High quality adaptive time-scale modification using diffusion-based post-processing	9
Corrigendum to <UGR-MINDVOICE: A multimodal EEG-audio dataset for overt and covert Iberian Spanish speech production>	9
End-to-End Speech-to-Text Translation: A Survey	9
Deep feature representations and fusion strategies for speech emotion recognition from acoustic and linguistic modalities: A systematic review	9
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework	9
Refining the evaluation of speech synthesis: A summary of the Blizzard Challenge 2023	9
A physical exertion inspired multi-task learning framework for detecting out-of-breath speech	9
Test-retest reliability of acoustic and linguistic measures of speech tasks	9
Measuring and implementing lexical alignment: A systematic literature review	8
A novel approach to cross-linguistic transfer learning for hope speech detection in Tamil and Malayalam	8
Universal constituency treebanking and parsing: A pilot study	8
Minerva 2 for speech and language tasks	8
Morse wavelet transform-based features for voice liveness detection	8
An automated quality evaluation framework of psychotherapy conversations with local quality estimates	8
Classification of stuttering – The ComParE challenge and beyond	8
Two in One: A multi-task framework for politeness turn identification and phrase extraction in goal-oriented conversations	8
Speech self-supervised representations benchmarking: A case for larger probing heads	7
SEBGM: Sentence Embedding Based on Generation Model with multi-task learning	7
Three-stage modular speaker diarization collaborating with front-end techniques in the CHiME-8 NOTSOFAR-1 challenge	7
Channel and channel subband selection for speaker diarization	7
A cross-attention augmented model for event-triggered context-aware story generation	7
Significance of chirp MFCC as a feature in speech and audio applications	7
Improving named entity correctness of abstractive summarization by generative negative sampling	7
Goal-oriented conditional variational autoencoders for proactive and knowledge-aware conversational recommender system	7
A knowledge-augmented heterogeneous graph convolutional network for aspect-level multimodal sentiment analysis	6
Using Knowledge Induction strategies: LLMs can do better in knowledge-driven dialogue tasks	6
Spoofing countermeasure for fake speech detection using brute force features	6
Discovering phonetic inventories with crosslingual automatic speech recognition	6
GTSO: Gradient tangent search optimization enabled voice transformer with speech intelligibility for aphasia	6
Preserving speaker information in direct Speech-to-Speech Translation with non-autoregressive generation and pre-training	6
Talking-heads attention-based knowledge representation for link prediction	6
Multilingual non-intrusive binaural intelligibility prediction based on phone classification	6
Automatic screening of mild cognitive impairment and Alzheimer’s disease by means of posterior-thresholding hesitation representation	6
Building a text retrieval system for the Sanskrit language: Exploring indexing, stemming, and searching issues	6
Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions	6
Scale-aware dual-branch complex convolutional recurrent network for monaural speech enhancement	5
Towards better Chinese-centric neural machine translation for low-resource languages	5
A new speech corpus of super-elderly Japanese for acoustic modeling	5
Two evaluations on Ontology-style relation annotations	5
An optimal approach for text feature selection	5
Cross-lingual multi-speaker speech synthesis with limited bilingual training data	5
Speaking to remember: Model-based adaptive vocabulary learning using automatic speech recognition	5
UniKDD: A Unified Generative model for Knowledge-driven Dialogue	5
Accurate speaker counting, diarization and separation for advanced recognition of multichannel multispeaker conversations	5
Real-time audio enhancement framework for vocal performances based on LSTM and time-frequency masking algorithm	5
Assessing language models’ task and language transfer capabilities for sentiment analysis in dialog data	5
Optimizing pipeline task-oriented dialogue systems using post-processing networks	5
Rep-MCA-former: An efficient multi-scale convolution attention encoder for text-independent speaker verification	5
LRetUNet: A U-Net-based retentive network for single-channel speech enhancement	5
A novel word sense disambiguation approach using WordNet knowledge graph	5
C-KGE: Curriculum learning-based Knowledge Graph Embedding	5
FE-CFNER: Feature Enhancement-based approach for Chinese Few-shot Named Entity Recognition	5
A potential relation trigger method for entity-relation quintuple extraction in text with excessive entities	5
Editorial Board	5
Uncertainty-aware non-autoregressive neural machine translation	5
On significance of constant-Q transform for pop noise detection	5
M-Sim: Multi-level Semantic Inference Model for Chinese short answer scoring in low-resource scenarios	4
Editorial Board	4
An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings	4
Multi-task learning neural framework for categorizing sexism	4
Spectral–temporal saliency masks and modulation tensorgrams for generalizable COVID-19 detection	4
Speaker anonymization by modifying fundamental frequency and x-vector singular value	4
EMGVox-GAN: A transformative approach to EMG-based speech synthesis, enhancing clarity, and efficiency via extensive dataset utilization	4
COMPASS: A creative support system that alerts novelists to the unnoticed missing contents	4
A semi-supervised high-quality pseudo labels algorithm based on multi-constraint optimization for speech deception detection	4

Editorial Board	4
Enhancing Turkish Coreference Resolution: Insights from deep learning, dropped pronouns, and multilingual transfer learning	4
Editorial Board	4
Simultaneous speech and background sound recognition in diverse acoustic environments with branched neural networks	4
Time–Frequency Causal Hidden Markov Model for speech-based Alzheimer’s disease longitudinal detection	4
Predicting children’s perceived reading proficiency with prosody modeling	4
How to make embeddings suitable for PLDA	4
Neural referential form selection: Generalisability and interpretability	4
What’s so complex about conversational speech? A comparison of HMM-based and transformer-based ASR architectures	4
Character expression for spoken dialogue systems with semi-supervised learning using Variational Auto-Encoder	4
Deep learning based multi-source localization with source splitting and its effectiveness in multi-talker speech recognition	4
Knowledge-grounded dialogue modelling with dialogue-state tracking, domain tracking, and entity extraction	4
Demystifying large language models in second language development research	4
A code-mixed task-oriented dialog dataset for medical domain	4
TadaStride: Using time adaptive strides in audio data for effective downsampling	4
Copiously Quote Classics: Improving Chinese Poetry Generation with historical allusion knowledge	4
An analysis of machine learning models for sentiment analysis of Tamil code-mixed data	4
LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech	3
A generalized decoding method for neural text generation	3
Modelling child comprehension: A case of suffixal passive construction in Korean	3
HOTTEST: Hate and Offensive content identification in Tamil using Transformers and Enhanced STemming	3
Editorial Board	3
Discriminating speech traits of Alzheimer's disease assessed through a corpus of reading task for Spanish language	3
Gnowsis: Multimodal multitask learning for oral proficiency assessments	3
A speech prediction model based on codec modeling and transformer decoding	3
Self-feeding training method for semi-supervised grammatical error correction	3
New research on monaural speech segregation based on quality assessment	3
Exploring the ability of LLMs to classify written proficiency levels	3
Automatic offline annotation of turn-taking transitions in task-oriented dialogue	3
Incorporating external knowledge for text matching model	3
Multi-level context features extraction for named entity recognition	3
Editorial Board	3
Sentiment analysis for live video comments with variational residual representations	3
Supervised speech separation combined with adaptive beamforming	3
A multimodal perspective on adaptive communication: Extending the hyper- and hypo-articulation theory	3
Editorial Board	3
Editorial Board	3
Taking relations as known conditions: A tagging based method for relational triple extraction	3
Multimodal laryngoscopic video analysis for assisted diagnosis of vocal fold paralysis	3
Towards explainable spoofed speech attribution and detection: A probabilistic approach for characterizing speech synthesizer components	3
Train from scratch: Single-stage joint training of speech separation and recognition	3
Knowledge-enhanced meta-prompt for few-shot relation extraction	3
AraFastQA: a transformer model for question-answering for Arabic language using few-shot learning	3
Single-channel speech enhancement using colored spectrograms	3
Deep learning-based speaker-adaptive postfiltering with limited adaptation data for embedded text-to-speech synthesis systems	3
Analysis of Instantaneous Frequency Components of Speech Signals for Epoch Extraction	3