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 2021-11-01 to 2025-11-01.)

Article	Citations
A language-agnostic model of child language acquisition	220
Corpus and unsupervised benchmark: Towards Tagalog grammatical error correction	111
Seq2Seq dynamic planning network for progressive text generation	109
KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System	76
Editorial Board	71
Room impulse response reshaping-based expectation–maximization in an underdetermined reverberant environment	66
Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN	66
Stochastic Data-to-Text Generation Using Syntactic Dependency Information	63
Automatic detection of behavioural codes in team interactions	60
Identifying offensive memes in low-resource languages: A multi-modal multi-task approach using valence and arousal	58
PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition	53
Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning	51
Contextual emotion detection using ensemble deep learning	47
Misogynistic attitude detection in YouTube comments and replies: A high-quality dataset and algorithmic models	42
Complementary regional energy features for spoofed speech detection	42
Monotonic Gaussian regularization of attention for robust automatic speech recognition	37
Editorial Board	35
Improving low-resource machine transliteration by using 3-way transfer learning	29
Multi-branch feature aggregation based on multiple weighting for speaker verification	29
Vishing: Detecting social engineering in spoken communication — A first survey & urgent roadmap to address an emerging societal challenge	28
A method of phonemic annotation for Chinese dialects based on a deep learning model with adaptive temporal attention and a feature disentangling structure	28
Augmentative and alternative speech communication (AASC) aid for people with dysarthria	27
Editorial Board	27
A hybrid approach to Natural Language Inference for the SICK dataset	26
Enhancing analysis of diadochokinetic speech using deep neural networks	26

Adversarial subsequences for unconditional text generation	25
Accentron: Foreign accent conversion to arbitrary non-native speakers using zero-shot learning	24
Exploring accidental triggers of smart speakers	23
Editorial Board	22
Maximal activation weighted memory for aspect based sentiment analysis	22
Unsupervised sign language validation process based on hand-motion parameter clustering	22
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages	21
Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion	20
Perceptions and reactions to conversational privacy initiated by a conversational user interface	19
Loanword identification based on web resources: A case study on wikipedia	18
Combining replay and LoRA for continual learning in natural language understanding	18
Representation learning strategies to model pathological speech: Effect of multiple spectral resolutions	18
Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review	18
English–Assamese neural machine translation using prior alignment and pre-trained language model	18
Combined generative and predictive modeling for speech super-resolution	18
The use of Active Learning systems for stimulus selection and response modelling in perception experiments	17
A lightweight approach based on prompt for few-shot relation extraction	17
Preserving the beamforming effect for spatial cue-based pseudo-binaural dereverberation of a single source	17
Meta adversarial learning improves low-resource speech recognition	15
A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment	15
Dialect Identification using Chroma-Spectral Shape Features with Ensemble Technique	15
A novel channel estimate for noise robust speech recognition	15
Unsupervised induction of inflectional families	14
Effects of cross-cultural language differences on social cognition during human-agent interaction in cooperative game environments	14
Editorial Board	14
SecNLP: An NLP classification model watermarking framework based on multi-task learning	13
A bias evaluation solution for multiple sensitive attribute speech recognition	13
Editorial Board	13
Editorial Board	13
Evidence and Axial Attention Guided Document-level Relation Extraction	13
MPSA-DenseNet: A novel deep learning model for English accent classification	13
Conversations in the wild: Data collection, automatic generation and evaluation	13
Named entity recognition using neural language model and CRF for Hindi language	12
A multi-label emoji classification method using balanced pointwise mutual information-based feature selection	12
A flexible BERT model enabling width- and depth-dynamic inference	12
Adjustable deterministic pseudonymization of speech	12
Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection	12
Editorial Board	12
Improved relation extraction through key phrase identification using community detection on dependency trees	11
A computational analysis of transcribed speech of people living with dementia: The Anchise 2022 Corpus	11
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	11
Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement	11
Towards a unified assessment framework of speech pseudonymisation	11
Tailored design of Audio–Visual Speech Recognition models using Branchformers	11
Effective infant cry signal analysis and reasoning using IARO based leaky Bi-LSTM model	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
FinD: Fine-grained discrepancy-based fake news detection enhanced by event abstract generation	11
Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis	11
Phase sensitive masking-based single channel speech enhancement using conditional generative adversarial network	11
Editorial Board	10

Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems	10
Conversation Initiation of Mothers, Fathers, and Toddlers in their Natural Home Environment	10
Towards lifelong human assisted speaker diarization	10
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge	10
GenCeption: Evaluate vision LLMs with unlabeled unimodal data	10
A tag-based methodology for the detection of user repair strategies in task-oriented conversational agents	10
A review of speaker diarization: Recent advances with deep learning	10
Generating identities with mixture models for speaker anonymization	10
A closer look at reinforcement learning-based automatic speech recognition	10
Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech	10
Prototypical networks relation classification model based on entity convolution	10
Detection of vowel transition regions from Hindi language	10
Towards inclusive automatic speech recognition	10
Test-retest reliability of acoustic and linguistic measures of speech tasks	9
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework	9
End-to-End Speech-to-Text Translation: A Survey	9
Automated grapheme-to-phoneme conversion for Central Kurdish based on optimality theory	9
Evaluating voice-assistant commands for dementia detection	9
Arabic speech recognition by end-to-end, modular systems and human	9
Multiple time-instances features based approach for reference-free speech quality measurement	9
A neural network approach for speech enhancement and noise-robust bandwidth extension	9
Generative adversarial networks for speech processing: A review	8
Investigations on speech recognition systems for low-resource dialectal Arabic–English code-switching speech	8
Classification of stuttering – The ComParE challenge and beyond	8
An automated quality evaluation framework of psychotherapy conversations with local quality estimates	8
DiffATSM: High quality adaptive tims-scale modification using diffusion-based post-processing	8
Adaptive feature extraction for entity relation extraction	8
Morse wavelet transform-based features for voice liveness detection	8
Measuring and implementing lexical alignment: A systematic literature review	8
Speech self-supervised representations benchmarking: A case for larger probing heads	8
Empirical Mode Decomposition articulation feature extraction on Parkinson’s Diadochokinesia	8
A physical exertion inspired multi-task learning framework for detecting out-of-breath speech	8
Two in One: A multi-task framework for politeness turn identification and phrase extraction in goal-oriented conversations	8
Unsupervised speech representation learning for behavior modeling using triplet enhanced contextualized networks	8
Significance of chirp MFCC as a feature in speech and audio applications	8
Refining the evaluation of speech synthesis: A summary of the Blizzard Challenge 2023	8