Computer Speech and Language

Article	Citations
Room impulse response reshaping-based expectation–maximization in an underdetermined reverberant environment	181
GEPC: Global embeddings with PID control	120
KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System	120
A language-agnostic model of child language acquisition	93
Stochastic Data-to-Text Generation Using Syntactic Dependency Information	93
Corpus and unsupervised benchmark: Towards Tagalog grammatical error correction	73
Automatic detection of behavioural codes in team interactions	62
Seq2Seq dynamic planning network for progressive text generation	59
Misogynistic attitude detection in YouTube comments and replies: A high-quality dataset and algorithmic models	57
Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN	57
Improving low-resource machine transliteration by using 3-way transfer learning	53
Editorial Board	53
A method of phonemic annotation for Chinese dialects based on a deep learning model with adaptive temporal attention and a feature disentangling structure	49
Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning	49
Monotonic Gaussian regularization of attention for robust automatic speech recognition	48
Complementary regional energy features for spoofed speech detection	45
PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition	39
Multi-branch feature aggregation based on multiple weighting for speaker verification	39
Verbal fluency in normal aging and cognitive decline: Results of a longitudinal study	37
Contextual emotion detection using ensemble deep learning	35
Learning to generate structured queries from natural language with indirect supervision	30
Accentron: Foreign accent conversion to arbitrary non-native speakers using zero-shot learning	29
Unsupervised sign language validation process based on hand-motion parameter clustering	29
Editorial Board	29
Maximal activation weighted memory for aspect based sentiment analysis	27

Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion	25
Editorial Board	24
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages	24
Enhancing analysis of diadochokinetic speech using deep neural networks	23
Exploring accidental triggers of smart speakers	23
Adversarial subsequences for unconditional text generation	23
A hybrid approach to Natural Language Inference for the SICK dataset	23
Perceptions and reactions to conversational privacy initiated by a conversational user interface	21
Combining replay and LoRA for continual learning in natural language understanding	20
Representation learning strategies to model pathological speech: Effect of multiple spectral resolutions	19
An unsupervised approach to detect review spam using duplicates of images, videos and Chinese texts	19
The use of Active Learning systems for stimulus selection and response modelling in perception experiments	19
Preserving the beamforming effect for spatial cue-based pseudo-binaural dereverberation of a single source	19
Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review	19
English–Assamese neural machine translation using prior alignment and pre-trained language model	17
A lightweight approach based on prompt for few-shot relation extraction	17
Loanword identification based on web resources: A case study on wikipedia	16
Enhancing Arabic aspect-based sentiment analysis using deep learning models	16
Conversations in the wild: Data collection, automatic generation and evaluation	15
A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment	15
Dialect Identification using Chroma-Spectral Shape Features with Ensemble Technique	15
Unsupervised induction of inflectional families	14
Editorial Board	14
Effects of cross-cultural language differences on social cognition during human-agent interaction in cooperative game environments	14
A novel channel estimate for noise robust speech recognition	13
MPSA-DenseNet: A novel deep learning model for English accent classification	13
Meta adversarial learning improves low-resource speech recognition	13
Evidence and Axial Attention Guided Document-level Relation Extraction	12
Adjustable deterministic pseudonymization of speech	12
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
Named entity recognition using neural language model and CRF for Hindi language	12
Editorial Board	12
Editorial Board	12
Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection	12
A flexible BERT model enabling width- and depth-dynamic inference	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
FinD: Fine-grained discrepancy-based fake news detection enhanced by event abstract generation	11
Effective infant cry signal analysis and reasoning using IARO based leaky Bi-LSTM model	11
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis	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
Improved relation extraction through key phrase identification using community detection on dependency trees	10
BERT-hLSTMs: BERT and hierarchical LSTMs for visual storytelling	10
Towards inclusive automatic speech recognition	9
A tag-based methodology for the detection of user repair strategies in task-oriented conversational agents	9
Prosodic event detection in children’s read speech	9
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	9
Detection of vowel transition regions from Hindi language	9
Prototypical networks relation classification model based on entity convolution	9

Editorial Board	9
Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis	9
Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement	9
Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems	9
Towards a unified assessment framework of speech pseudonymisation	9
Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech	8
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge	8
To what extent does content selection affect surface realization in the context of headline generation?	8
Evaluating voice-assistant commands for dementia detection	8
Generating identities with mixture models for speaker anonymization	8
Automated grapheme-to-phoneme conversion for Central Kurdish based on optimality theory	8
A review of speaker diarization: Recent advances with deep learning	8
A closer look at reinforcement learning-based automatic speech recognition	8
Conversation Initiation of Mothers, Fathers, and Toddlers in their Natural Home Environment	8
Arabic speech recognition by end-to-end, modular systems and human	8
Refining the evaluation of speech synthesis: A summary of the Blizzard Challenge 2023	7
Empirical Mode Decomposition articulation feature extraction on Parkinson’s Diadochokinesia	7
Adversarial attack and defense strategies for deep speaker recognition systems	7
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework	7
Adaptive feature extraction for entity relation extraction	7
A neural network approach for speech enhancement and noise-robust bandwidth extension	7
Multiple time-instances features based approach for reference-free speech quality measurement	7
Generative adversarial networks for speech processing: A review	7
An intention multiple-representation model with expanded information	7
Towards lifelong human assisted speaker diarization	7
Test-retest reliability of acoustic and linguistic measures of speech tasks	7
A physical exertion inspired multi-task learning framework for detecting out-of-breath speech	6
Investigations on speech recognition systems for low-resource dialectal Arabic–English code-switching speech	6
Novel textual entailment technique for the Arabic language using genetic algorithm	6
An automated quality evaluation framework of psychotherapy conversations with local quality estimates	6
Goal-oriented conditional variational autoencoders for proactive and knowledge-aware conversational recommender system	6
A cross-attention augmented model for event-triggered context-aware story generation	6
End-to-End Speech-to-Text Translation: A Survey	6
Classification of stuttering – The ComParE challenge and beyond	6
Unsupervised speech representation learning for behavior modeling using triplet enhanced contextualized networks	6
Measuring and implementing lexical alignment: A systematic literature review	6
GTSO: Gradient tangent search optimization enabled voice transformer with speech intelligibility for aphasia	6
Morse wavelet transform-based features for voice liveness detection	6
Two in One: A multi-task framework for politeness turn identification and phrase extraction in goal-oriented conversations	6
Automatic speaker independent dysarthric speech intelligibility assessment system	6
Speech self-supervised representations benchmarking: A case for larger probing heads	6
Significance of chirp MFCC as a feature in speech and audio applications	6
SEBGM: Sentence Embedding Based on Generation Model with multi-task learning	6
Lightweight and irreversible speech pseudonymization based on data-driven optimization of cascaded voice modification modules	5
Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions	5
A new speech corpus of super-elderly Japanese for acoustic modeling	5
Channel and channel subband selection for speaker diarization	5
Discovering phonetic inventories with crosslingual automatic speech recognition	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
C-KGE: Curriculum learning-based Knowledge Graph Embedding	5
Multilingual non-intrusive binaural intelligibility prediction based on phone classification	5
Analysis and classification of speech sounds of children with autism spectrum disorder using acoustic features	5
Automatic screening of mild cognitive impairment and Alzheimer’s disease by means of posterior-thresholding hesitation representation	5
FE-CFNER: Feature Enhancement-based approach for Chinese Few-shot Named Entity Recognition	5
Hierarchical state recurrent neural network for social emotion ranking	5
Improving named entity correctness of abstractive summarization by generative negative sampling	5
Spoofing countermeasure for fake speech detection using brute force features	5
Editorial Board	4
Talking-heads attention-based knowledge representation for link prediction	4
A potential relation trigger method for entity-relation quintuple extraction in text with excessive entities	4
An optimal approach for text feature selection	4
Editorial Board	4
An analysis of machine learning models for sentiment analysis of Tamil code-mixed data	4
Speaking to remember: Model-based adaptive vocabulary learning using automatic speech recognition	4
Assessing language models’ task and language transfer capabilities for sentiment analysis in dialog data	4
Two evaluations on Ontology-style relation annotations	4
Building a text retrieval system for the Sanskrit language: Exploring indexing, stemming, and searching issues	4
Cross-lingual multi-speaker speech synthesis with limited bilingual training data	4
Language-independent extractive automatic text summarization based on automatic keyword extraction	4
Scale-aware dual-branch complex convolutional recurrent network for monaural speech enhancement	4
Rep-MCA-former: An efficient multi-scale convolution attention encoder for text-independent speaker verification	4
A study of vowel nasalization using instantaneous spectra	4
Optimizing pipeline task-oriented dialogue systems using post-processing networks	4
Uncertainty-aware non-autoregressive neural machine translation	4
UniKDD: A Unified Generative model for Knowledge-driven Dialogue	4
Exploring intrinsic information content models for addressing the issues of traditional semantic measures to evaluate verb similarity	4
A novel word sense disambiguation approach using WordNet knowledge graph	4
On significance of constant-Q transform for pop noise detection	4
An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings	3

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