Computer Speech and Language

Article	Citations
A language-agnostic model of child language acquisition	188
Stochastic Data-to-Text Generation Using Syntactic Dependency Information	120
Corpus and unsupervised benchmark: Towards Tagalog grammatical error correction	100
Automatic detection of behavioural codes in team interactions	94
Seq2Seq dynamic planning network for progressive text generation	63
Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN	60
KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System	59
Room impulse response reshaping-based expectation–maximization in an underdetermined reverberant environment	58
GEPC: Global embeddings with PID control	58
Towards privacy-preserving conversation analysis in everyday life: Exploring the privacy-utility trade-off	53
Editorial Board	52
Identifying offensive memes in low-resource languages: A multi-modal multi-task approach using valence and arousal	52
Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning	50
A method of phonemic annotation for Chinese dialects based on a deep learning model with adaptive temporal attention and a feature disentangling structure	47
Monotonic Gaussian regularization of attention for robust automatic speech recognition	42
Contextual emotion detection using ensemble deep learning	40
Misogynistic attitude detection in YouTube comments and replies: A high-quality dataset and algorithmic models	38
Complementary regional energy features for spoofed speech detection	37
Multi-branch feature aggregation based on multiple weighting for speaker verification	33
PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition	30
Improving low-resource machine transliteration by using 3-way transfer learning	29
Verbal fluency in normal aging and cognitive decline: Results of a longitudinal study	29
Editorial Board	27
Unsupervised sign language validation process based on hand-motion parameter clustering	26
Accentron: Foreign accent conversion to arbitrary non-native speakers using zero-shot learning	25

Maximal activation weighted memory for aspect based sentiment analysis	24
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages	24
Perceptions and reactions to conversational privacy initiated by a conversational user interface	24
Editorial Board	23
Adversarial subsequences for unconditional text generation	21
Augmentative and alternative speech communication (AASC) aid for people with dysarthria	21
Enhancing analysis of diadochokinetic speech using deep neural networks	21
A hybrid approach to Natural Language Inference for the SICK dataset	21
Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion	19
Preserving the beamforming effect for spatial cue-based pseudo-binaural dereverberation of a single source	19
Exploring accidental triggers of smart speakers	19
Combining replay and LoRA for continual learning in natural language understanding	19
An unsupervised approach to detect review spam using duplicates of images, videos and Chinese texts	18
Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review	18
The use of Active Learning systems for stimulus selection and response modelling in perception experiments	17
Loanword identification based on web resources: A case study on wikipedia	16
Enhancing Arabic aspect-based sentiment analysis using deep learning models	16
A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment	15
English–Assamese neural machine translation using prior alignment and pre-trained language model	15
A lightweight approach based on prompt for few-shot relation extraction	14
Representation learning strategies to model pathological speech: Effect of multiple spectral resolutions	14
Editorial Board	14
Conversations in the wild: Data collection, automatic generation and evaluation	14
Unsupervised induction of inflectional families	14
Meta adversarial learning improves low-resource speech recognition	13
Effects of cross-cultural language differences on social cognition during human-agent interaction in cooperative game environments	13
Dialect Identification using Chroma-Spectral Shape Features with Ensemble Technique	13
A novel channel estimate for noise robust speech recognition	13
Adjustable deterministic pseudonymization of speech	12
Editorial Board	12
Evidence and Axial Attention Guided Document-level Relation Extraction	12
Editorial Board	12
Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection	11
A multi-label emoji classification method using balanced pointwise mutual information-based feature selection	11
MPSA-DenseNet: A novel deep learning model for English accent classification	11
SecNLP: An NLP classification model watermarking framework based on multi-task learning	11
Named entity recognition using neural language model and CRF for Hindi language	11
A computational analysis of transcribed speech of people living with dementia: The Anchise 2022 Corpus	11
Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis	10
Improved relation extraction through key phrase identification using community detection on dependency trees	10
Effective infant cry signal analysis and reasoning using IARO based leaky Bi-LSTM model	10
Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement	10
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	10
Towards a unified assessment framework of speech pseudonymisation	10
A flexible BERT model enabling width- and depth-dynamic inference	10
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	9
Towards inclusive automatic speech recognition	9
A closer look at reinforcement learning-based automatic speech recognition	9
Phase sensitive masking-based single channel speech enhancement using conditional generative adversarial network	9
Detection of vowel transition regions from Hindi language	9

Prosodic event detection in children’s read speech	9
Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech	9
FinD: Fine-grained discrepancy-based fake news detection enhanced by event abstract generation	9
Editorial Board	9
A tag-based methodology for the detection of user repair strategies in task-oriented conversational agents	9
Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems	9
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge	8
A review of speaker diarization: Recent advances with deep learning	8
Towards lifelong human assisted speaker diarization	8
Multiple time-instances features based approach for reference-free speech quality measurement	8
Generating identities with mixture models for speaker anonymization	8
Arabic speech recognition by end-to-end, modular systems and human	8
Evaluating voice-assistant commands for dementia detection	8
Conversation Initiation of Mothers, Fathers, and Toddlers in their Natural Home Environment	8
Prototypical networks relation classification model based on entity convolution	8
Automated grapheme-to-phoneme conversion for Central Kurdish based on optimality theory	8
Test-retest reliability of acoustic and linguistic measures of speech tasks	8
Adversarial attack and defense strategies for deep speaker recognition systems	8
Refining the evaluation of speech synthesis: A summary of the Blizzard Challenge 2023	7
An intention multiple-representation model with expanded information	7
Automatic speaker independent dysarthric speech intelligibility assessment system	7
Unsupervised speech representation learning for behavior modeling using triplet enhanced contextualized networks	7
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework	7
Investigations on speech recognition systems for low-resource dialectal Arabic–English code-switching speech	7
Empirical Mode Decomposition articulation feature extraction on Parkinson’s Diadochokinesia	7
Novel textual entailment technique for the Arabic language using genetic algorithm	7
End-to-End Speech-to-Text Translation: A Survey	7
A neural network approach for speech enhancement and noise-robust bandwidth extension	7
Adaptive feature extraction for entity relation extraction	7
Generative adversarial networks for speech processing: A review	7
A physical exertion inspired multi-task learning framework for detecting out-of-breath speech	7
A cross-attention augmented model for event-triggered context-aware story generation	6
Classification of stuttering – The ComParE challenge and beyond	6
An automated quality evaluation framework of psychotherapy conversations with local quality estimates	6
Two in One: A multi-task framework for politeness turn identification and phrase extraction in goal-oriented conversations	6
Improving named entity correctness of abstractive summarization by generative negative sampling	6
Spoofing countermeasure for fake speech detection using brute force features	6
Lightweight and irreversible speech pseudonymization based on data-driven optimization of cascaded voice modification modules	6
Significance of chirp MFCC as a feature in speech and audio applications	6
Morse wavelet transform-based features for voice liveness detection	6
SEBGM: Sentence Embedding Based on Generation Model with multi-task learning	6
Channel and channel subband selection for speaker diarization	6
Discovering phonetic inventories with crosslingual automatic speech recognition	6
Automatic screening of mild cognitive impairment and Alzheimer’s disease by means of posterior-thresholding hesitation representation	6
Goal-oriented conditional variational autoencoders for proactive and knowledge-aware conversational recommender system	6
Speech self-supervised representations benchmarking: A case for larger probing heads	6
GTSO: Gradient tangent search optimization enabled voice transformer with speech intelligibility for aphasia	6
Measuring and implementing lexical alignment: A systematic literature review	6
Multilingual non-intrusive binaural intelligibility prediction based on phone classification	6
Analysis and classification of speech sounds of children with autism spectrum disorder using acoustic features	6
Hierarchical state recurrent neural network for social emotion ranking	5
A new speech corpus of super-elderly Japanese for acoustic modeling	5
Assessing language models’ task and language transfer capabilities for sentiment analysis in dialog data	5
Editorial Board	5
Scale-aware dual-branch complex convolutional recurrent network for monaural speech enhancement	5
Accurate speaker counting, diarization and separation for advanced recognition of multichannel multispeaker conversations	5
FE-CFNER: Feature Enhancement-based approach for Chinese Few-shot Named Entity Recognition	5
C-KGE: Curriculum learning-based Knowledge Graph Embedding	5
Optimizing pipeline task-oriented dialogue systems using post-processing networks	5
A study of vowel nasalization using instantaneous spectra	5
A potential relation trigger method for entity-relation quintuple extraction in text with excessive entities	5
Building a text retrieval system for the Sanskrit language: Exploring indexing, stemming, and searching issues	5
Talking-heads attention-based knowledge representation for link prediction	5
A knowledge-augmented heterogeneous graph convolutional network for aspect-level multimodal sentiment analysis	5
Towards better Chinese-centric neural machine translation for low-resource languages	5
Two evaluations on Ontology-style relation annotations	5
UniKDD: A Unified Generative model for Knowledge-driven Dialogue	5
Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions	5
An optimal approach for text feature selection	4
Uncertainty-aware non-autoregressive neural machine translation	4
Rep-MCA-former: An efficient multi-scale convolution attention encoder for text-independent speaker verification	4
EMGVox-GAN: A transformative approach to EMG-based speech synthesis, enhancing clarity, and efficiency via extensive dataset utilization	4
How to make embeddings suitable for PLDA	4
Editorial Board	4
Cross-lingual multi-speaker speech synthesis with limited bilingual training data	4
A novel word sense disambiguation approach using WordNet knowledge graph	4
On significance of constant-Q transform for pop noise detection	4
Copiously Quote Classics: Improving Chinese Poetry Generation with historical allusion knowledge	4
A semi-supervised high-quality pseudo labels algorithm based on multi-constraint optimization for speech deception detection	4
Speaking to remember: Model-based adaptive vocabulary learning using automatic speech recognition	4

Exploring intrinsic information content models for addressing the issues of traditional semantic measures to evaluate verb similarity	4
Language-independent extractive automatic text summarization based on automatic keyword extraction	4
Neural referential form selection: Generalisability and interpretability	4
Predicting children’s perceived reading proficiency with prosody modeling	4
A code-mixed task-oriented dialog dataset for medical domain	4
Editorial Board	3
Editorial Board	3
Editorial Board	3
Spoken language interaction with robots: Recommendations for future research	3
Self-feeding training method for semi-supervised grammatical error correction	3
Knowledge-grounded dialogue modelling with dialogue-state tracking, domain tracking, and entity extraction	3
Multi-task learning neural framework for categorizing sexism	3
Deep learning based multi-source localization with source splitting and its effectiveness in multi-talker speech recognition	3
What’s so complex about conversational speech? A comparison of HMM-based and transformer-based ASR architectures	3
Enhancing Turkish Coreference Resolution: Insights from deep learning, dropped pronouns, and multilingual transfer learning	3
An analysis of machine learning models for sentiment analysis of Tamil code-mixed data	3
Multi-level context features extraction for named entity recognition	3
Editorial Board	3
Knowledge-enhanced meta-prompt for few-shot relation extraction	3
Sequential routing framework: Fully capsule network-based speech recognition	3
LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech	3
Overlapped Speech Detection and speaker counting using distant microphone arrays	3
Modelling child comprehension: A case of suffixal passive construction in Korean	3
Demystifying large language models in second language development research	3
Dereverberation of autoregressive envelopes for far-field speech recognition	3
An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings	3
Spectral–temporal saliency masks and modulation tensorgrams for generalizable COVID-19 detection	3
Train from scratch: Single-stage joint training of speech separation and recognition	3
TadaStride: Using time adaptive strides in audio data for effective downsampling	3
Discriminating speech traits of Alzheimer's disease assessed through a corpus of reading task for Spanish language	3
M-Sim: Multi-level Semantic Inference Model for Chinese short answer scoring in low-resource scenarios	3
New research on monaural speech segregation based on quality assessment	3
Analysis of Instantaneous Frequency Components of Speech Signals for Epoch Extraction	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
Combining context-relevant features with multi-stage attention network for short text classification	3
Character expression for spoken dialogue systems with semi-supervised learning using Variational Auto-Encoder	3
Speaker anonymization by modifying fundamental frequency and x-vector singular value	3
COMPASS: A creative support system that alerts novelists to the unnoticed missing contents	3
An automatic Alzheimer’s disease classifier based on spontaneous spoken English	3
Cross-lingual transfer learning for relation extraction using Universal Dependencies	3
A CBR-based conversational architecture for situational data management	2
Generation of Coherent Multi-Sentence Texts with a Coherence Mechanism	2
Feature learning for efficient ASR-free keyword spotting in low-resource languages	2
Prediction of speech intelligibility with DNN-based performance measures	2
The limits of the Mean Opinion Score for speech synthesis evaluation	2
A generalized decoding method for neural text generation	2
Editorial Board	2
RepSum: A general abstractive summarization framework with dynamic word embedding representation correction	2
Editorial Board	2
Supervised speech separation combined with adaptive beamforming	2
Replay spoof detection using energy separation based instantaneous frequency estimation from quadrature and in-phase components	2
Bispectral feature speech intelligibility assessment metric based on auditory model	2
The management of mental health in a smart medical dialogue system based on a two-stage attention speech enhancement module	2
Knowledge-aware audio-grounded generative slot filling for limited annotated data	2
Editorial Board	2
End-to-end neural systems for automatic children speech recognition: An empirical study	2
Glottal features for classification of phonation type from speech and neck surface accelerometer signals	2
CLIPMulti: Explore the performance of multimodal enhanced CLIP for zero-shot text classification	2
Hate speech detection on Twitter using transfer learning	2
Automatic detection of pharyngeal fricatives in cleft palate speech using acoustic features based on the vocal tract area spectrum	2
Exploring the ability of LLMs to classify written proficiency levels	2
HOTTEST: Hate and Offensive content identification in Tamil using Transformers and Enhanced STemming	2
Effectiveness of energy separation-based instantaneous frequency estimation for cochlear cepstral features for synthetic and voice-converted spoofed speech detection	2
Joint emotion label space modeling for affect lexica	2
Comparison of rule-based and data-driven approaches for syllabification of simple syllable languages and the effect of orthography	2
A novel and secured email classification using deep neural network with bidirectional long short-term memory	2
Local and non-local dependency learning and emergence of rule-like representations in speech data by deep convolutional generative adversarial networks	2
Multipath-guided heterogeneous graph neural networks for sequential recommendation	2
Speech intelligibility assessment of dysarthria using Fisher vector encoding	2
Automatic offline annotation of turn-taking transitions in task-oriented dialogue	2
Deep ad-hoc beamforming	2
Corrigendum to ‘Unsupervised sign language validation process based on hand-motion parameter clustering’ <Computer Speech & Language Volume 71, January 2022, 101256>	2
Incorporating external knowledge for text matching model	2
Editorial Board	2
Joint speaker diarization and speech recognition based on region proposal networks	2
Taking relations as known conditions: A tagging based method for relational triple extraction	2
Multi-level embeddings for processing Arabic social media contents	2