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 2022-06-01 to 2026-06-01.)

Article	Citations
Corpus and unsupervised benchmark: Towards Tagalog grammatical error correction	87
A language-agnostic model of child language acquisition	87
Stochastic Data-to-Text Generation Using Syntactic Dependency Information	80
Automatic detection of behavioural codes in team interactions	78
KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System	72
Editorial Board	70
Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN	43
Seq2Seq dynamic planning network for progressive text generation	42
Towards privacy-preserving conversation analysis in everyday life: Exploring the privacy-utility trade-off	40
Optimization of modular multi-speaker distant conversational speech recognition	39
Room impulse response reshaping-based expectation–maximization in an underdetermined reverberant environment	39
Monotonic Gaussian regularization of attention for robust automatic speech recognition	33
Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning	32
Identifying offensive memes in low-resource languages: A multi-modal multi-task approach using valence and arousal	31
Misogynistic attitude detection in YouTube comments and replies: A high-quality dataset and algorithmic models	31
Contextual emotion detection using ensemble deep learning	30
Editorial Board	30
A method of phonemic annotation for Chinese dialects based on a deep learning model with adaptive temporal attention and a feature disentangling structure	29
Multi-branch feature aggregation based on multiple weighting for speaker verification	25
Complementary regional energy features for spoofed speech detection	24
PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition	24
Compositional domain adaptation for automatic speech recognition with headwise selective attention merging	21
Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion	21
Predicting accentedness and comprehensibility through ASR scores and acoustic features	21
Vishing: Detecting social engineering in spoken communication — A first survey & urgent roadmap to address an emerging societal challenge	21

Editorial Board	20
A hybrid approach to Natural Language Inference for the SICK dataset	20
Augmentative and alternative speech communication (AASC) aid for people with dysarthria	20
Editorial Board	19
Enhancing analysis of diadochokinetic speech using deep neural networks	18
Maximal activation weighted memory for aspect based sentiment analysis	18
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages	16
Loanword identification based on web resources: A case study on wikipedia	16
Preserving the beamforming effect for spatial cue-based pseudo-binaural dereverberation of a single source	16
Combining replay and LoRA for continual learning in natural language understanding	16
Combined generative and predictive modeling for speech super-resolution	16
Representation learning strategies to model pathological speech: Effect of multiple spectral resolutions	16
English–Assamese neural machine translation using prior alignment and pre-trained language model	16
Under the hood: Phonemic Restoration in transformer-based automatic speech recognition	15
The use of Active Learning systems for stimulus selection and response modelling in perception experiments	15
A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment	15
A lightweight approach based on prompt for few-shot relation extraction	15
Editorial Board	14
Effects of cross-cultural language differences on social cognition during human-agent interaction in cooperative game environments	14
Privacy-preserving feature extractor using adversarial pruning for TBI assessment from speech	14
Conversations in the wild: Data collection, automatic generation and evaluation	14
A novel channel estimate for noise robust speech recognition	14
Meta adversarial learning improves low-resource speech recognition	14
Named entity recognition using neural language model and CRF for Hindi language	13
Evidence and Axial Attention Guided Document-level Relation Extraction	13
A bias evaluation solution for multiple sensitive attribute speech recognition	13
Compress, Align, and Transfer: A new method for transferring pre-trained language models knowledge to CTC-based speech recognition	13
Editorial Board	13
Performance assessment of voice conversion models using speech production-based parameters	12
Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection	12
FinD: Fine-grained discrepancy-based fake news detection enhanced by event abstract generation	12
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	12
MPSA-DenseNet: A novel deep learning model for English accent classification	12
Modality fusion using auxiliary tasks for dementia detection	12
Tailored design of Audio–Visual Speech Recognition models using Branchformers	12
A flexible BERT model enabling width- and depth-dynamic inference	12
SecNLP: An NLP classification model watermarking framework based on multi-task learning	12
A novel graph kernel algorithm for improving the effect of text classification	12
Improved relation extraction through key phrase identification using community detection on dependency trees	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	11
A computational analysis of transcribed speech of people living with dementia: The Anchise 2022 Corpus	11
Towards inclusive automatic speech recognition	11
Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech	11
Prototypical networks relation classification model based on entity convolution	11
Towards decoupling frontend enhancement and backend recognition in monaural robust ASR	11
Raw acoustic-articulatory multimodal dysarthric speech recognition	11
Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis	11
A tag-based methodology for the detection of user repair strategies in task-oriented conversational agents	11
A closer look at reinforcement learning-based automatic speech recognition	11
Effective infant cry signal analysis and reasoning using IARO based leaky Bi-LSTM model	11

Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement	11
Editorial Board	11
GenCeption: Evaluate vision LLMs with unlabeled unimodal data	11
Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems	11
Test-retest reliability of acoustic and linguistic measures of speech tasks	10
Towards lifelong human assisted speaker diarization	10
Continual End-to-End Speech-to-Text translation using augmented bi-sampler	10
Multi-task unified model for Chinese aspect-based sentiment analysis	10
Multiple time-instances features based approach for reference-free speech quality measurement	10
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge	10
Adaptive feature extraction for entity relation extraction	9
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework	9
An automated quality evaluation framework of psychotherapy conversations with local quality estimates	9
Deep feature representations and fusion strategies for speech emotion recognition from acoustic and linguistic modalities: A systematic review	9
Refining the evaluation of speech synthesis: A summary of the Blizzard Challenge 2023	9
A neural network approach for speech enhancement and noise-robust bandwidth extension	9
DiffATSM: High quality adaptive time-scale modification using diffusion-based post-processing	9
End-to-End Speech-to-Text Translation: A Survey	9
A physical exertion inspired multi-task learning framework for detecting out-of-breath speech	9
Minerva 2 for speech and language tasks	8
Morse wavelet transform-based features for voice liveness detection	8
Significance of chirp MFCC as a feature in speech and audio applications	8
Measuring and implementing lexical alignment: A systematic literature review	8
A novel approach to cross-linguistic transfer learning for hope speech detection in Tamil and Malayalam	8
Speech self-supervised representations benchmarking: A case for larger probing heads	8
Two in One: A multi-task framework for politeness turn identification and phrase extraction in goal-oriented conversations	8
Universal constituency treebanking and parsing: A pilot study	8