Computer Speech and Language

Article	Citations
A language-agnostic model of child language acquisition	227
Corpus and unsupervised benchmark: Towards Tagalog grammatical error correction	115
Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN	112
Stochastic Data-to-Text Generation Using Syntactic Dependency Information	80
Automatic detection of behavioural codes in team interactions	79
Towards privacy-preserving conversation analysis in everyday life: Exploring the privacy-utility trade-off	72
Seq2Seq dynamic planning network for progressive text generation	72
Optimization of modular multi-speaker distant conversational speech recognition	70
KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System	68
Editorial Board	61
Room impulse response reshaping-based expectation–maximization in an underdetermined reverberant environment	58
Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning	52
Identifying offensive memes in low-resource languages: A multi-modal multi-task approach using valence and arousal	52
Editorial Board	43
Improving low-resource machine transliteration by using 3-way transfer learning	42
Multi-branch feature aggregation based on multiple weighting for speaker verification	41
A method of phonemic annotation for Chinese dialects based on a deep learning model with adaptive temporal attention and a feature disentangling structure	38
Vishing: Detecting social engineering in spoken communication — A first survey & urgent roadmap to address an emerging societal challenge	32
Misogynistic attitude detection in YouTube comments and replies: A high-quality dataset and algorithmic models	31
Monotonic Gaussian regularization of attention for robust automatic speech recognition	31
Complementary regional energy features for spoofed speech detection	31
Contextual emotion detection using ensemble deep learning	30
PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition	29
A hybrid approach to Natural Language Inference for the SICK dataset	27
Editorial Board	27

Enhancing analysis of diadochokinetic speech using deep neural networks	27
Augmentative and alternative speech communication (AASC) aid for people with dysarthria	27
Predicting accentedness and comprehensibility through ASR scores and acoustic features	26
Exploring accidental triggers of smart speakers	24
Accentron: Foreign accent conversion to arbitrary non-native speakers using zero-shot learning	24
Maximal activation weighted memory for aspect based sentiment analysis	24
Editorial Board	23
Unsupervised sign language validation process based on hand-motion parameter clustering	22
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages	22
Perceptions and reactions to conversational privacy initiated by a conversational user interface	21
Preserving the beamforming effect for spatial cue-based pseudo-binaural dereverberation of a single source	20
Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion	20
Representation learning strategies to model pathological speech: Effect of multiple spectral resolutions	20
Combining replay and LoRA for continual learning in natural language understanding	20
Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review	19
Combined generative and predictive modeling for speech super-resolution	18
A lightweight approach based on prompt for few-shot relation extraction	17
Loanword identification based on web resources: A case study on wikipedia	17
English–Assamese neural machine translation using prior alignment and pre-trained language model	16
The use of Active Learning systems for stimulus selection and response modelling in perception experiments	16
A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment	16
Conversations in the wild: Data collection, automatic generation and evaluation	15
Unsupervised induction of inflectional families	15
Privacy-preserving feature extractor using adversarial pruning for TBI assessment from speech	15
A novel channel estimate for noise robust speech recognition	15
Editorial Board	15
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Evidence and Axial Attention Guided Document-level Relation Extraction	14
Meta adversarial learning improves low-resource speech recognition	14
Performance assessment of voice conversion models using speech production-based parameters	14
Effects of cross-cultural language differences on social cognition during human-agent interaction in cooperative game environments	14
SecNLP: An NLP classification model watermarking framework based on multi-task learning	14
A multi-label emoji classification method using balanced pointwise mutual information-based feature selection	13
Modality fusion using auxiliary tasks for dementia detection	13
Named entity recognition using neural language model and CRF for Hindi language	13
Editorial Board	13
MPSA-DenseNet: A novel deep learning model for English accent classification	13
A bias evaluation solution for multiple sensitive attribute speech recognition	13
Adjustable deterministic pseudonymization of speech	13
Raw acoustic-articulatory multimodal dysarthric speech recognition	12
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	12
A novel graph kernel algorithm for improving the effect of text classification	12
A flexible BERT model enabling width- and depth-dynamic inference	12
Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection	12
Towards decoupling frontend enhancement and backend recognition in monaural robust ASR	11
Effective infant cry signal analysis and reasoning using IARO based leaky Bi-LSTM model	11
FinD: Fine-grained discrepancy-based fake news detection enhanced by event abstract generation	11
Improved relation extraction through key phrase identification using community detection on dependency trees	11
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	11

Towards inclusive automatic speech recognition	11
Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis	11
A computational analysis of transcribed speech of people living with dementia: The Anchise 2022 Corpus	11
Phase sensitive masking-based single channel speech enhancement using conditional generative adversarial network	11
Evaluating voice-assistant commands for dementia detection	10
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge	10
Tailored design of Audio–Visual Speech Recognition models using Branchformers	10
Editorial Board	10
Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems	10
Towards a unified assessment framework of speech pseudonymisation	10
A closer look at reinforcement learning-based automatic speech recognition	10
Towards lifelong human assisted speaker diarization	10
Entrainment detection using DNN	10
GenCeption: Evaluate vision LLMs with unlabeled unimodal data	10
Prototypical networks relation classification model based on entity convolution	10
Generating identities with mixture models for speaker anonymization	10
Conversation Initiation of Mothers, Fathers, and Toddlers in their Natural Home Environment	10
Multiple time-instances features based approach for reference-free speech quality measurement	10
Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement	10
A review of speaker diarization: Recent advances with deep learning	10
A tag-based methodology for the detection of user repair strategies in task-oriented conversational agents	10
Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech	10
Arabic speech recognition by end-to-end, modular systems and human	9
A neural network approach for speech enhancement and noise-robust bandwidth extension	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
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework	9
Empirical Mode Decomposition articulation feature extraction on Parkinson’s Diadochokinesia	9
Generative adversarial networks for speech processing: A review	9
Two in One: A multi-task framework for politeness turn identification and phrase extraction in goal-oriented conversations	9
Multi-task unified model for Chinese aspect-based sentiment analysis	9
Test-retest reliability of acoustic and linguistic measures of speech tasks	9
Adaptive feature extraction for entity relation extraction	9
Investigations on speech recognition systems for low-resource dialectal Arabic–English code-switching speech	9
End-to-End Speech-to-Text Translation: A Survey	9
Measuring and implementing lexical alignment: A systematic literature review	8
Morse wavelet transform-based features for voice liveness detection	8
An automated quality evaluation framework of psychotherapy conversations with local quality estimates	8
Significance of chirp MFCC as a feature in speech and audio applications	8
Universal constituency treebanking and parsing: A pilot study	8
Minerva 2 for speech and language tasks	8
Discovering phonetic inventories with crosslingual automatic speech recognition	8
Three-stage modular speaker diarization collaborating with front-end techniques in the CHiME-8 NOTSOFAR-1 challenge	8
Speech self-supervised representations benchmarking: A case for larger probing heads	8
Classification of stuttering – The ComParE challenge and beyond	8
Channel and channel subband selection for speaker diarization	8
Analysis and classification of speech sounds of children with autism spectrum disorder using acoustic features	7
Improving named entity correctness of abstractive summarization by generative negative sampling	7
A knowledge-augmented heterogeneous graph convolutional network for aspect-level multimodal sentiment analysis	7
Lightweight and irreversible speech pseudonymization based on data-driven optimization of cascaded voice modification modules	7
Assessing language models’ task and language transfer capabilities for sentiment analysis in dialog data	7
Talking-heads attention-based knowledge representation for link prediction	7
SEBGM: Sentence Embedding Based on Generation Model with multi-task learning	7
Spoofing countermeasure for fake speech detection using brute force features	7
Goal-oriented conditional variational autoencoders for proactive and knowledge-aware conversational recommender system	7
A potential relation trigger method for entity-relation quintuple extraction in text with excessive entities	7
Two evaluations on Ontology-style relation annotations	7
GTSO: Gradient tangent search optimization enabled voice transformer with speech intelligibility for aphasia	7
A cross-attention augmented model for event-triggered context-aware story generation	7
Automatic screening of mild cognitive impairment and Alzheimer’s disease by means of posterior-thresholding hesitation representation	7
Multilingual non-intrusive binaural intelligibility prediction based on phone classification	7
C-KGE: Curriculum learning-based Knowledge Graph Embedding	7
Building a text retrieval system for the Sanskrit language: Exploring indexing, stemming, and searching issues	7
Exploring intrinsic information content models for addressing the issues of traditional semantic measures to evaluate verb similarity	6
Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions	6
FE-CFNER: Feature Enhancement-based approach for Chinese Few-shot Named Entity Recognition	6
UniKDD: A Unified Generative model for Knowledge-driven Dialogue	6
Speaking to remember: Model-based adaptive vocabulary learning using automatic speech recognition	6
Accurate speaker counting, diarization and separation for advanced recognition of multichannel multispeaker conversations	6
Towards better Chinese-centric neural machine translation for low-resource languages	6
Uncertainty-aware non-autoregressive neural machine translation	6
Editorial Board	6
Optimizing pipeline task-oriented dialogue systems using post-processing networks	6
A new speech corpus of super-elderly Japanese for acoustic modeling	6
Rep-MCA-former: An efficient multi-scale convolution attention encoder for text-independent speaker verification	5
On significance of constant-Q transform for pop noise detection	5
EMGVox-GAN: A transformative approach to EMG-based speech synthesis, enhancing clarity, and efficiency via extensive dataset utilization	5
TadaStride: Using time adaptive strides in audio data for effective downsampling	5
COMPASS: A creative support system that alerts novelists to the unnoticed missing contents	5
Cross-lingual multi-speaker speech synthesis with limited bilingual training data	5

An optimal approach for text feature selection	5
A novel word sense disambiguation approach using WordNet knowledge graph	5
Neural referential form selection: Generalisability and interpretability	5
A code-mixed task-oriented dialog dataset for medical domain	5
Scale-aware dual-branch complex convolutional recurrent network for monaural speech enhancement	5
Language-independent extractive automatic text summarization based on automatic keyword extraction	5
LRetUNet: A U-Net-based retentive network for single-channel speech enhancement	5
Predicting children’s perceived reading proficiency with prosody modeling	5
Cross-lingual transfer learning for relation extraction using Universal Dependencies	5
Copiously Quote Classics: Improving Chinese Poetry Generation with historical allusion knowledge	5
Self-feeding training method for semi-supervised grammatical error correction	4
Deep learning-based speaker-adaptive postfiltering with limited adaptation data for embedded text-to-speech synthesis systems	4
Knowledge-grounded dialogue modelling with dialogue-state tracking, domain tracking, and entity extraction	4
Spectral–temporal saliency masks and modulation tensorgrams for generalizable COVID-19 detection	4
Combining context-relevant features with multi-stage attention network for short text classification	4
An analysis of machine learning models for sentiment analysis of Tamil code-mixed data	4
How to make embeddings suitable for PLDA	4
Dereverberation of autoregressive envelopes for far-field speech recognition	4
Single-channel speech enhancement using colored spectrograms	4
Editorial Board	4
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Deep learning based multi-source localization with source splitting and its effectiveness in multi-talker speech recognition	4
M-Sim: Multi-level Semantic Inference Model for Chinese short answer scoring in low-resource scenarios	4
Speaker anonymization by modifying fundamental frequency and x-vector singular value	4
What’s so complex about conversational speech? A comparison of HMM-based and transformer-based ASR architectures	4
Demystifying large language models in second language development research	4
Character expression for spoken dialogue systems with semi-supervised learning using Variational Auto-Encoder	4
Enhancing Turkish Coreference Resolution: Insights from deep learning, dropped pronouns, and multilingual transfer learning	4
Speech acoustics to rt-MRI articulatory dynamics inversion with video diffusion model	4
An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings	4
A semi-supervised high-quality pseudo labels algorithm based on multi-constraint optimization for speech deception detection	4
Editorial Board	4
Time–Frequency Causal Hidden Markov Model for speech-based Alzheimer’s disease longitudinal detection	4
Multi-task learning neural framework for categorizing sexism	4
Analysis of Instantaneous Frequency Components of Speech Signals for Epoch Extraction	4
Automatic offline annotation of turn-taking transitions in task-oriented dialogue	3
LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech	3
Editorial Board	3
Multi-level context features extraction for named entity recognition	3
AraFastQA: a transformer model for question-answering for Arabic language using few-shot learning	3
Supervised speech separation combined with adaptive beamforming	3
New research on monaural speech segregation based on quality assessment	3
Hate speech detection on Twitter using transfer learning	3
Exploring the ability of LLMs to classify written proficiency levels	3
An automatic Alzheimer’s disease classifier based on spontaneous spoken English	3
Discriminating speech traits of Alzheimer's disease assessed through a corpus of reading task for Spanish language	3
Train from scratch: Single-stage joint training of speech separation and recognition	3
Joint emotion label space modeling for affect lexica	3
Sentiment analysis for live video comments with variational residual representations	3
Spoken language interaction with robots: Recommendations for future research	3
Towards explainable spoofed speech attribution and detection: A probabilistic approach for characterizing speech synthesizer components	3
Gnowsis: Multimodal multitask learning for oral proficiency assessments	3
Effectiveness of energy separation-based instantaneous frequency estimation for cochlear cepstral features for synthetic and voice-converted spoofed speech detection	3
Editorial Board	3
Knowledge-enhanced meta-prompt for few-shot relation extraction	3
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Joint speaker diarization and speech recognition based on region proposal networks	3
Modelling child comprehension: A case of suffixal passive construction in Korean	3
Overlapped Speech Detection and speaker counting using distant microphone arrays	3
HOTTEST: Hate and Offensive content identification in Tamil using Transformers and Enhanced STemming	3
Taking relations as known conditions: A tagging based method for relational triple extraction	3
RepSum: A general abstractive summarization framework with dynamic word embedding representation correction	3