OOIR: Observatory of International Research

Papers

(The TQCC of Computer Speech and Language is 7. 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 2021-06-01 to 2025-06-01.)

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
Identifying offensive memes in low-resource languages: A multi-modal multi-task approach using valence and arousal	52
Editorial Board	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
English–Assamese neural machine translation using prior alignment and pre-trained language model	15
A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment	15
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
A lightweight approach based on prompt for few-shot relation extraction	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
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
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	9
Towards inclusive automatic speech recognition	9
Conversation Initiation of Mothers, Fathers, and Toddlers in their Natural Home Environment	8
Towards lifelong human assisted speaker diarization	8
Prototypical networks relation classification model based on entity convolution	8
Multiple time-instances features based approach for reference-free speech quality measurement	8
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge	8
Arabic speech recognition by end-to-end, modular systems and human	8
A review of speaker diarization: Recent advances with deep learning	8
Evaluating voice-assistant commands for dementia detection	8
Automated grapheme-to-phoneme conversion for Central Kurdish based on optimality theory	8
Generating identities with mixture models for speaker anonymization	8
Test-retest reliability of acoustic and linguistic measures of speech tasks	8
Adversarial attack and defense strategies for deep speaker recognition systems	8
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
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