Computer Speech and Language

Papers
(The TQCC of Computer Speech and Language is 8. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)
ArticleCitations
A language-agnostic model of child language acquisition84
KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System79
Stochastic Data-to-Text Generation Using Syntactic Dependency Information79
Editorial Board74
Editorial Board44
Room impulse response reshaping-based expectation–maximization in an underdetermined reverberant environment43
Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN43
Optimization of modular multi-speaker distant conversational speech recognition42
Seq2Seq dynamic planning network for progressive text generation40
Corpus and unsupervised benchmark: Towards Tagalog grammatical error correction37
Towards privacy-preserving conversation analysis in everyday life: Exploring the privacy-utility trade-off36
Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning34
Identifying offensive memes in low-resource languages: A multi-modal multi-task approach using valence and arousal33
PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition26
Editorial Board26
A method of phonemic annotation for Chinese dialects based on a deep learning model with adaptive temporal attention and a feature disentangling structure26
Monotonic Gaussian regularization of attention for robust automatic speech recognition24
Complementary regional energy features for spoofed speech detection22
Multi-branch feature aggregation based on multiple weighting for speaker verification22
Misogynistic attitude detection in YouTube comments and replies: A high-quality dataset and algorithmic models22
Vishing: Detecting social engineering in spoken communication — A first survey & urgent roadmap to address an emerging societal challenge22
Contextual emotion detection using ensemble deep learning21
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages20
Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion19
Editorial Board19
A hybrid approach to Natural Language Inference for the SICK dataset18
Enhancing analysis of diadochokinetic speech using deep neural networks18
Editorial Board18
Maximal activation weighted memory for aspect based sentiment analysis17
Augmentative and alternative speech communication (AASC) aid for people with dysarthria17
Predicting accentedness and comprehensibility through ASR scores and acoustic features17
Loanword identification based on web resources: A case study on wikipedia17
MS-Swinformer and DMTL: Multi-scale spatial fusion and dynamic multi-task learning for speech emotion recognition17
Preserving the beamforming effect for spatial cue-based pseudo-binaural dereverberation of a single source16
The use of Active Learning systems for stimulus selection and response modelling in perception experiments16
A lightweight approach based on prompt for few-shot relation extraction16
Under the hood: Phonemic Restoration in transformer-based automatic speech recognition16
Representation learning strategies to model pathological speech: Effect of multiple spectral resolutions16
Combined generative and predictive modeling for speech super-resolution16
Editorial Board15
English–Assamese neural machine translation using prior alignment and pre-trained language model15
Emotion-guided cross-modal alignment for multimodal depression detection15
Combining replay and LoRA for continual learning in natural language understanding15
Conversations in the wild: Data collection, automatic generation and evaluation15
A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment15
Meta adversarial learning improves low-resource speech recognition14
A novel channel estimate for noise robust speech recognition14
Privacy-preserving feature extractor using adversarial pruning for TBI assessment from speech14
Compress, Align, and Transfer: A new method for transferring pre-trained language models knowledge to CTC-based speech recognition14
SecNLP: An NLP classification model watermarking framework based on multi-task learning13
Editorial Board13
A bias evaluation solution for multiple sensitive attribute speech recognition13
Evidence and Axial Attention Guided Document-level Relation Extraction13
Performance assessment of voice conversion models using speech production-based parameters13
Keyword Mamba: Spoken keyword spotting with state space models13
Effects of cross-cultural language differences on social cognition during human-agent interaction in cooperative game environments13
Modality fusion using auxiliary tasks for dementia detection12
A novel graph kernel algorithm for improving the effect of text classification12
Addressing subjectivity in paralinguistic data labeling for improved classification performance: A case study with Spanish-speaking Mexican children using data balancing and semi-supervised learning12
Tailored design of Audio–Visual Speech Recognition models using Branchformers12
A computational analysis of transcribed speech of people living with dementia: The Anchise 2022 Corpus12
MPSA-DenseNet: A novel deep learning model for English accent classification12
FinD: Fine-grained discrepancy-based fake news detection enhanced by event abstract generation12
Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis12
A flexible BERT model enabling width- and depth-dynamic inference12
Towards inclusive automatic speech recognition12
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer12
Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection12
Improved relation extraction through key phrase identification using community detection on dependency trees12
Entrainment detection using DNN12
Effective infant cry signal analysis and reasoning using IARO based leaky Bi-LSTM model12
Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement11
A tag-based methodology for the detection of user repair strategies in task-oriented conversational agents11
Raw acoustic-articulatory multimodal dysarthric speech recognition11
Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems11
Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech11
Towards decoupling frontend enhancement and backend recognition in monaural robust ASR11
GenCeption: Evaluate vision LLMs with unlabeled unimodal data11
Test-retest reliability of acoustic and linguistic measures of speech tasks10
A closer look at reinforcement learning-based automatic speech recognition10
Multi-task unified model for Chinese aspect-based sentiment analysis10
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge10
An experimental study of diffusion-based general speech restoration with predictive-guided conditioning10
Prototypical networks relation classification model based on entity convolution10
Listening to Variation: Human and Whisper Responses to Grammatical Gender Agreement10
DiffATSM: High quality adaptive time-scale modification using diffusion-based post-processing9
Multiple time-instances features based approach for reference-free speech quality measurement9
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework9
Towards lifelong human assisted speaker diarization9
A neural network approach for speech enhancement and noise-robust bandwidth extension9
Continual End-to-End Speech-to-Text translation using augmented bi-sampler9
End-to-End Speech-to-Text Translation: A Survey8
A physical exertion inspired multi-task learning framework for detecting out-of-breath speech8
Morse wavelet transform-based features for voice liveness detection8
Refining the evaluation of speech synthesis: A summary of the Blizzard Challenge 20238
Adaptive feature extraction for entity relation extraction8
Universal constituency treebanking and parsing: A pilot study8
Deep feature representations and fusion strategies for speech emotion recognition from acoustic and linguistic modalities: A systematic review8
A novel approach to cross-linguistic transfer learning for hope speech detection in Tamil and Malayalam8
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