OOIR: Observatory of International Research

Papers

(The TQCC of Computer Speech and Language is 9. 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 2022-01-01 to 2026-01-01.)

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
Complementary regional energy features for spoofed speech detection	31
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
Contextual emotion detection using ensemble deep learning	30
PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition	29
Enhancing analysis of diadochokinetic speech using deep neural networks	27
Augmentative and alternative speech communication (AASC) aid for people with dysarthria	27

A hybrid approach to Natural Language Inference for the SICK dataset	27
Editorial Board	27
Predicting accentedness and comprehensibility through ASR scores and acoustic features	26
Accentron: Foreign accent conversion to arbitrary non-native speakers using zero-shot learning	24
Maximal activation weighted memory for aspect based sentiment analysis	24
Exploring accidental triggers of smart speakers	24
Editorial Board	23
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages	22
Unsupervised sign language validation process based on hand-motion parameter clustering	22
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
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
Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review	19
Combined generative and predictive modeling for speech super-resolution	18
Loanword identification based on web resources: A case study on wikipedia	17
A lightweight approach based on prompt for few-shot relation extraction	17
A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment	16
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
Editorial Board	15
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
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
Editorial Board	14
Editorial Board	14
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
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
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
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
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
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
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
Entrainment detection using DNN	10
GenCeption: Evaluate vision LLMs with unlabeled unimodal data	10
Prototypical networks relation classification model based on entity convolution	10
Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech	10
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
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 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
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
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
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