Computer Speech and Language

Article	Citations
Non-negative matrix factorization-based time-frequency feature extraction of voice signal for Parkinson's disease prediction	141
Building a text retrieval system for the Sanskrit language: Exploring indexing, stemming, and searching issues	103
Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN	99
FE-CFNER: Feature Enhancement-based approach for Chinese Few-shot Named Entity Recognition	90
Towards a unified assessment framework of speech pseudonymisation	86
A new speech corpus of super-elderly Japanese for acoustic modeling	65
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	54
Stochastic Data-to-Text Generation Using Syntactic Dependency Information	53
Seq2Seq dynamic planning network for progressive text generation	53
Optimizing pipeline task-oriented dialogue systems using post-processing networks	46
Assessing language models’ task and language transfer capabilities for sentiment analysis in dialog data	46
Improved relation extraction through key phrase identification using community detection on dependency trees	43
A computational analysis of transcribed speech of people living with dementia: The Anchise 2022 Corpus	43
ECDG-DST: A dialogue state tracking model based on efficient context and domain guidance for smart dialogue systems	39
Transfer fine-tuning of BERT with phrasal paraphrases	38
Automatic detection of pharyngeal fricatives in cleft palate speech using acoustic features based on the vocal tract area spectrum	36
Adaptive line enhancer for nonstationary harmonic noise reduction	34
Turn-taking in Conversational Systems and Human-Robot Interaction: A Review	33
Sentence transition matrix: An efficient approach that preserves sentence semantics	31
On the use of blind channel response estimation and a residual neural network to detect physical access attacks to speaker verification systems	29
Glottal features for classification of phonation type from speech and neck surface accelerometer signals	27
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis	27
Automatic detection of behavioural codes in team interactions	25
Learning to extract from multiple perspectives for neural keyphrase extraction	25
A methodological approach to enable natural language interaction in an Intelligent Tutoring System	25

Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement	24
Editorial Board	21
Editorial Board	21
Effective infant cry signal analysis and reasoning using IARO based leaky Bi-LSTM model	21
KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System	20
RepSum: A general abstractive summarization framework with dynamic word embedding representation correction	19
Two evaluations on Ontology-style relation annotations	18
Editorial Board	18
GEPC: Global embeddings with PID control	18
Talking-heads attention-based knowledge representation for link prediction	17
PLDA inspired Siamese networks for speaker verification	17
Automatic offline annotation of turn-taking transitions in task-oriented dialogue	16
A benchmark dataset for Turkish data-to-text generation	15
Document-level relation extraction with entity mentions deep attention	15
An effective approach for identifying keywords as high-quality filters to get emergency-implicated Twitter Spanish data	14
Neural candidate-aware language models for speech recognition	14
Editorial Board	14
Tamil Handwritten Character Recognition System using Statistical Algorithmic Approaches	13
Phase sensitive masking-based single channel speech enhancement using conditional generative adversarial network	13
FinD: Fine-grained discrepancy-based fake news detection enhanced by event abstract generation	13
A language-agnostic model of child language acquisition	12
Effectiveness of energy separation-based instantaneous frequency estimation for cochlear cepstral features for synthetic and voice-converted spoofed speech detection	12
Room impulse response reshaping-based expectation–maximization in an underdetermined reverberant environment	12
Exploring the ability of LLMs to classify written proficiency levels	12
An investigation of neural uncertainty estimation for target speaker extraction equipped RNN transducer	12
Taking relations as known conditions: A tagging based method for relational triple extraction	12
A flexible BERT model enabling width- and depth-dynamic inference	12
Towards better Chinese-centric neural machine translation for low-resource languages	12
Deep ad-hoc beamforming	11
Towards inclusive automatic speech recognition	11
Incorporating external knowledge for text matching model	11
An online multi-source summarization algorithm for text readability in topic-based search	11
Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions	11
BERT-hLSTMs: BERT and hierarchical LSTMs for visual storytelling	10
C-KGE: Curriculum learning-based Knowledge Graph Embedding	10
A generalized decoding method for neural text generation	10
A potential relation trigger method for entity-relation quintuple extraction in text with excessive entities	10
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	10
Editorial Board	9
Hate speech detection on Twitter using transfer learning	9
A novel word sense disambiguation approach using WordNet knowledge graph	9
Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis	9
MS-Transformer: Introduce multiple structural priors into a unified transformer for encoding sentences	9
The effect of preference elicitation methods on the user experience in conversational recommender systems	9
An optimal approach for text feature selection	8
A review of speaker diarization: Recent advances with deep learning	8
BERT syntactic transfer: A computational experiment on Italian, French and English languages	8
Misogynistic attitude detection in YouTube comments and replies: A high-quality dataset and algorithmic models	8
Cross-lingual multi-speaker speech synthesis with limited bilingual training data	8
A tag-based methodology for the detection of user repair strategies in task-oriented conversational agents	8

Prosodic event detection in children’s read speech	8
Self-segmentation of pass-phrase utterances for deep feature learning in text-dependent speaker verification	8
Editorial Board	8
Monotonic Gaussian regularization of attention for robust automatic speech recognition	8
Exploring intrinsic information content models for addressing the issues of traditional semantic measures to evaluate verb similarity	8
On significance of constant-Q transform for pop noise detection	8
Speech intelligibility assessment of dysarthria using Fisher vector encoding	8
A study of vowel nasalization using instantaneous spectra	7
Speech recognition using Taylor-gradient Descent political optimization based Deep residual network	7
Natural language processing for under-resourced languages: Developing a Welsh natural language toolkit	7
Editorial Board	7
Rep-MCA-former: An efficient multi-scale convolution attention encoder for text-independent speaker verification	7
Uncertainty-aware non-autoregressive neural machine translation	7
Detection of vowel transition regions from Hindi language	7
A novel approach to unsupervised pattern discovery in speech using Convolutional Neural Network	7
Contextual emotion detection using ensemble deep learning	7
Speech emotion recognition in real static and dynamic human-robot interaction scenarios	6
Generating identities with mixture models for speaker anonymization	6
Complementary regional energy features for spoofed speech detection	6
Scale-aware dual-branch complex convolutional recurrent network for monaural speech enhancement	6
Intelligibility assessment of impaired speech using Regularized self-representation based compact supervectors	6
Feature learning for efficient ASR-free keyword spotting in low-resource languages	6
Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems	6
Verbal fluency in normal aging and cognitive decline: Results of a longitudinal study	6
To what extent does content selection affect surface realization in the context of headline generation?	6
Multi-branch feature aggregation based on multiple weighting for speaker verification	6
Training RNN language models on uncertain ASR hypotheses in limited data scenarios	6
PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition	6
The limits of the Mean Opinion Score for speech synthesis evaluation	6
End-to-end neural systems for automatic children speech recognition: An empirical study	6
Prototypical networks relation classification model based on entity convolution	6
DAE-NER: Dual-channel attention enhancement for Chinese named entity recognition	6
A closer look at reinforcement learning-based automatic speech recognition	5
Joint speaker encoder and neural back-end model for fully end-to-end automatic speaker verification with multiple enrollment utterances	5
Bayesian active summarization	5
A method of phonemic annotation for Chinese dialects based on a deep learning model with adaptive temporal attention and a feature disentangling structure	5
Language-independent extractive automatic text summarization based on automatic keyword extraction	5
Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning	5
Conversation Initiation of Mothers, Fathers, and Toddlers in their Natural Home Environment	5
CLIPMulti: Explore the performance of multimodal enhanced CLIP for zero-shot text classification	5
Morphologically motivated word classes for very large vocabulary speech recognition of Finnish and Estonian	5
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge	5
Evaluating factual accuracy in complex data-to-text	4
Editorial Board	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
Test-retest reliability of acoustic and linguistic measures of speech tasks	4
Speaking to remember: Model-based adaptive vocabulary learning using automatic speech recognition	4
Deep reinforcement and transfer learning for abstractive text summarization: A review	4
Replay spoof detection using energy separation based instantaneous frequency estimation from quadrature and in-phase components	4
Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech	4
Multipath-guided heterogeneous graph neural networks for sequential recommendation	4
Analysis of out-of-breath speech for assessment of person’s physical fitness	4
A novel Chinese–Tibetan mixed-language rumor detector with multi-extractor representations	4
Pronoun use in preclinical and early stages of Alzheimer's dementia	4
Enhanced local knowledge with proximity values and syntax-clusters for aspect-level sentiment analysis	4
GenCeption: Evaluate vision LLMS with unlabeled unimodal data	4
UniKDD: A Unified Generative model for Knowledge-driven Dialogue	4
A high-performance speech BioHashing retrieval algorithm based on audio segmentation	4
Exploring the relationship between children's facial emotion processing characteristics and speech communication ability using deep learning on eye tracking and speech performance measures	4
Editorial Board	4
Learning to generate structured queries from natural language with indirect supervision	4
Editorial Board	4
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting	4
Optimized Binaural Enhancement via attention masking network-based speech separation framework in digital hearing aids	4
Multi-level embeddings for processing Arabic social media contents	4
A knowledge-Aware NLP-Driven conversational model to detect deceptive contents on social media posts	4
Prediction of speech intelligibility with DNN-based performance measures	4
Improving low-resource machine transliteration by using 3-way transfer learning	4
An analysis of machine learning models for sentiment analysis of Tamil code-mixed data	3
Comparison of rule-based and data-driven approaches for syllabification of simple syllable languages and the effect of orthography	3
Prompting large language models for user simulation in task-oriented dialogue systems	3
Self-conducted speech audiometry using automatic speech recognition: Simulation results for listeners with hearing loss	3
Neural referential form selection: Generalisability and interpretability	3
Though this be hesitant, yet there is method in ’t: Effects of disfluency patterns in neural speech synthesis for cultural heritage presentations	3
Generating unambiguous and diverse referring expressions	3
A code-mixed task-oriented dialog dataset for medical domain	3
MuST-C: A multilingual corpus for end-to-end speech translation	3
Detecting dementia from speech and transcripts using transformers	3
Editorial Board	3

TadaStride: Using time adaptive strides in audio data for effective downsampling	3
A local dynamic feature selection fusion method for voice diagnosis of Parkinson's disease	3
A dilemma of ground truth in noisy speech separation and an approach to lessen the impact of imperfect training data	3
Voice privacy using CycleGAN and time-scale modification	3
Adversarial attack and defense strategies for deep speaker recognition systems	3
Enhancing analysis of diadochokinetic speech using deep neural networks	3
Perceptions and reactions to conversational privacy initiated by a conversational user interface	3
EEG-dependent automatic speech recognition using deep residual encoder based VGG net CNN	3
Multiple time-instances features based approach for reference-free speech quality measurement	3
Cross-lingual transfer learning for relation extraction using Universal Dependencies	3
A novel and secured email classification using deep neural network with bidirectional long short-term memory	3
How to make embeddings suitable for PLDA	3
Bayesian HMM clustering of x-vector sequences (VBx) in speaker diarization: Theory, implementation and analysis on standard tasks	3
Cross-language article linking with deep neural network based paragraph encoding	3
NUVA: A Naming Utterance Verifier for Aphasia Treatment	3
Automated grapheme-to-phoneme conversion for Central Kurdish based on optimality theory	3
Maximal activation weighted memory for aspect based sentiment analysis	3
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework	3
Generation of Coherent Multi-Sentence Texts with a Coherence Mechanism	3
Arabic speech recognition by end-to-end, modular systems and human	3
Editorial Board	2
Deep learning based multi-source localization with source splitting and its effectiveness in multi-talker speech recognition	2
A lightweight approach based on prompt for few-shot relation extraction	2
Joint speaker separation and recognition using non-negative matrix deconvolution with adaptive dictionary	2
Exploring neural models for predicting dementia from language	2
LSRD-Net: A fine-grained sentiment analysis method based on log-normalized semantic relative distance	2
Exploring accidental triggers of smart speakers	2
Copiously Quote Classics: Improving Chinese Poetry Generation with historical allusion knowledge	2
Speaker anonymization by modifying fundamental frequency and x-vector singular value	2
Taris: An online speech recognition framework with sequence to sequence neural networks for both audio-only and audio-visual speech	2
Knowledge-aware audio-grounded generative slot filling for limited annotated data	2
A comprehensive solution to retrieval-based chatbot construction	2
Editorial Board	2
Controlling contents in data-to-document generation with human-designed topic labels	2
QBSUM: A large-scale query-based document summarization dataset from real-world applications	2
A classification benchmark for Arabic alphabet phonemes with diacritics in deep neural networks	2
Adversarial subsequences for unconditional text generation	2
Enhancing Arabic aspect-based sentiment analysis using deep learning models	2
Predicting children’s perceived reading proficiency with prosody modeling	2
Unsupervised sign language validation process based on hand-motion parameter clustering	2
Bispectral feature speech intelligibility assessment metric based on auditory model	2
Corrigendum to ‘Unsupervised sign language validation process based on hand-motion parameter clustering’ <Computer Speech & Language Volume 71, January 2022, 101256>	2
Dereverberation of autoregressive envelopes for far-field speech recognition	2
You Are What You Write: Author re-identification privacy attacks in the era of pre-trained language models	2
Generalizing Hate Speech Detection Using Multi-Task Learning: A Case Study of Political Public Figures	2
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages	2
Evaluating voice-assistant commands for dementia detection	2
Adopting machine translation in the healthcare sector: A methodological multi-criteria review	2
Integrating frame-level boundary detection and deepfake detection for locating manipulated regions in partially spoofed audio forgery attacks	2
A neural network approach for speech enhancement and noise-robust bandwidth extension	2
English–Assamese neural machine translation using prior alignment and pre-trained language model	2
Local and non-local dependency learning and emergence of rule-like representations in speech data by deep convolutional generative adversarial networks	2
Attention-based BiLSTM fused CNN with gating mechanism model for Chinese long text classification	2
Combining background noise and artificial masking to achieve privacy in sound zones	2
Investigation of self-supervised pre-trained models for classification of voice quality from speech and neck surface accelerometer signals	2
Accentron: Foreign accent conversion to arbitrary non-native speakers using zero-shot learning	2
Towards lifelong human assisted speaker diarization	2
A hybrid approach to Natural Language Inference for the SICK dataset	2
Dual Knowledge Distillation for neural machine translation	2
Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion	2