OOIR: Observatory of International Research

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 2021-09-01 to 2025-09-01.)

Article	Citations
A language-agnostic model of child language acquisition	210
Stochastic Data-to-Text Generation Using Syntactic Dependency Information	109
Corpus and unsupervised benchmark: Towards Tagalog grammatical error correction	108
Room impulse response reshaping-based expectation–maximization in an underdetermined reverberant environment	72
KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System	65
Automatic detection of behavioural codes in team interactions	64
Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN	62
Seq2Seq dynamic planning network for progressive text generation	62
Identifying offensive memes in low-resource languages: A multi-modal multi-task approach using valence and arousal	58
Editorial Board	56
A method of phonemic annotation for Chinese dialects based on a deep learning model with adaptive temporal attention and a feature disentangling structure	56
Monotonic Gaussian regularization of attention for robust automatic speech recognition	55
Contextual emotion detection using ensemble deep learning	48
Complementary regional energy features for spoofed speech detection	47
PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition	42
Multi-branch feature aggregation based on multiple weighting for speaker verification	42
Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning	40
Improving low-resource machine transliteration by using 3-way transfer learning	34
Misogynistic attitude detection in YouTube comments and replies: A high-quality dataset and algorithmic models	34
Editorial Board	29
Unsupervised sign language validation process based on hand-motion parameter clustering	27
Adversarial subsequences for unconditional text generation	27
Augmentative and alternative speech communication (AASC) aid for people with dysarthria	27
Editorial Board	27
Maximal activation weighted memory for aspect based sentiment analysis	27

Enhancing analysis of diadochokinetic speech using deep neural networks	26
Exploring accidental triggers of smart speakers	25
A hybrid approach to Natural Language Inference for the SICK dataset	25
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages	24
Accentron: Foreign accent conversion to arbitrary non-native speakers using zero-shot learning	22
Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion	21
Combining replay and LoRA for continual learning in natural language understanding	21
Perceptions and reactions to conversational privacy initiated by a conversational user interface	21
Preserving the beamforming effect for spatial cue-based pseudo-binaural dereverberation of a single source	19
The use of Active Learning systems for stimulus selection and response modelling in perception experiments	18
Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review	18
Loanword identification based on web resources: A case study on wikipedia	18
A lightweight approach based on prompt for few-shot relation extraction	18
Representation learning strategies to model pathological speech: Effect of multiple spectral resolutions	18
English–Assamese neural machine translation using prior alignment and pre-trained language model	17
Enhancing Arabic aspect-based sentiment analysis using deep learning models	16
A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment	16
Editorial Board	15
Unsupervised induction of inflectional families	15
Dialect Identification using Chroma-Spectral Shape Features with Ensemble Technique	15
Conversations in the wild: Data collection, automatic generation and evaluation	15
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	14
Evidence and Axial Attention Guided Document-level Relation Extraction	14
Meta adversarial learning improves low-resource speech recognition	14
A bias evaluation solution for multiple sensitive attribute speech recognition	13
Adjustable deterministic pseudonymization of speech	13
Editorial Board	13
Editorial Board	13
Editorial Board	13
MPSA-DenseNet: A novel deep learning model for English accent classification	12
SecNLP: An NLP classification model watermarking framework based on multi-task learning	12
A multi-label emoji classification method using balanced pointwise mutual information-based feature selection	12
Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection	12
Named entity recognition using neural language model and CRF for Hindi language	12
Effective infant cry signal analysis and reasoning using IARO based leaky Bi-LSTM model	11
Towards a unified assessment framework of speech pseudonymisation	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
Phase sensitive masking-based single channel speech enhancement using conditional generative adversarial network	11
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	11
Detection of vowel transition regions from Hindi language	10
A computational analysis of transcribed speech of people living with dementia: The Anchise 2022 Corpus	10
Towards inclusive automatic speech recognition	10
Editorial Board	10
Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis	10
A flexible BERT model enabling width- and depth-dynamic inference	10
Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement	10
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	10
Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems	9

Prototypical networks relation classification model based on entity convolution	9
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge	9
Towards lifelong human assisted speaker diarization	9
Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech	9
A tag-based methodology for the detection of user repair strategies in task-oriented conversational agents	9
A review of speaker diarization: Recent advances with deep learning	9
Multiple time-instances features based approach for reference-free speech quality measurement	9
GenCeption: Evaluate vision LLMs with unlabeled unimodal data	9
Generating identities with mixture models for speaker anonymization	9
A closer look at reinforcement learning-based automatic speech recognition	9
Automated grapheme-to-phoneme conversion for Central Kurdish based on optimality theory	9
Conversation Initiation of Mothers, Fathers, and Toddlers in their Natural Home Environment	9
End-to-End Speech-to-Text Translation: A Survey	8
Refining the evaluation of speech synthesis: A summary of the Blizzard Challenge 2023	8
Test-retest reliability of acoustic and linguistic measures of speech tasks	8
Investigations on speech recognition systems for low-resource dialectal Arabic–English code-switching speech	8
Significance of chirp MFCC as a feature in speech and audio applications	8
Deep feature representations and fusion strategies for speech emotion recognition from acoustic and linguistic modalities: A systematic review	8
A physical exertion inspired multi-task learning framework for detecting out-of-breath speech	8
Speech self-supervised representations benchmarking: A case for larger probing heads	8
Empirical Mode Decomposition articulation feature extraction on Parkinson’s Diadochokinesia	8
Arabic speech recognition by end-to-end, modular systems and human	8
A neural network approach for speech enhancement and noise-robust bandwidth extension	8
Automatic speaker independent dysarthric speech intelligibility assessment system	8
Morse wavelet transform-based features for voice liveness detection	8
Two in One: A multi-task framework for politeness turn identification and phrase extraction in goal-oriented conversations	8
Adaptive feature extraction for entity relation extraction	8
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework	8
Evaluating voice-assistant commands for dementia detection	8
Generative adversarial networks for speech processing: A review	8
Measuring and implementing lexical alignment: A systematic literature review	8
Classification of stuttering – The ComParE challenge and beyond	8
Unsupervised speech representation learning for behavior modeling using triplet enhanced contextualized networks	8