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 2021-05-01 to 2025-05-01.)

Article	Citations
Room impulse response reshaping-based expectation–maximization in an underdetermined reverberant environment	181
GEPC: Global embeddings with PID control	120
KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System	120
A language-agnostic model of child language acquisition	93
Stochastic Data-to-Text Generation Using Syntactic Dependency Information	93
Corpus and unsupervised benchmark: Towards Tagalog grammatical error correction	73
Automatic detection of behavioural codes in team interactions	62
Seq2Seq dynamic planning network for progressive text generation	59
Misogynistic attitude detection in YouTube comments and replies: A high-quality dataset and algorithmic models	57
Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN	57
Improving low-resource machine transliteration by using 3-way transfer learning	53
Editorial Board	53
A method of phonemic annotation for Chinese dialects based on a deep learning model with adaptive temporal attention and a feature disentangling structure	49
Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning	49
Monotonic Gaussian regularization of attention for robust automatic speech recognition	48
Complementary regional energy features for spoofed speech detection	45
PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition	39
Multi-branch feature aggregation based on multiple weighting for speaker verification	39
Verbal fluency in normal aging and cognitive decline: Results of a longitudinal study	37
Contextual emotion detection using ensemble deep learning	35
Learning to generate structured queries from natural language with indirect supervision	30
Editorial Board	29
Accentron: Foreign accent conversion to arbitrary non-native speakers using zero-shot learning	29
Unsupervised sign language validation process based on hand-motion parameter clustering	29
Maximal activation weighted memory for aspect based sentiment analysis	27

Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion	25
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages	24
Editorial Board	24
A hybrid approach to Natural Language Inference for the SICK dataset	23
Enhancing analysis of diadochokinetic speech using deep neural networks	23
Exploring accidental triggers of smart speakers	23
Adversarial subsequences for unconditional text generation	23
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
Representation learning strategies to model pathological speech: Effect of multiple spectral resolutions	19
An unsupervised approach to detect review spam using duplicates of images, videos and Chinese texts	19
The use of Active Learning systems for stimulus selection and response modelling in perception experiments	19
Preserving the beamforming effect for spatial cue-based pseudo-binaural dereverberation of a single source	19
Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review	19
English–Assamese neural machine translation using prior alignment and pre-trained language model	17
A lightweight approach based on prompt for few-shot relation extraction	17
Loanword identification based on web resources: A case study on wikipedia	16
Enhancing Arabic aspect-based sentiment analysis using deep learning models	16
Conversations in the wild: Data collection, automatic generation and evaluation	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
Effects of cross-cultural language differences on social cognition during human-agent interaction in cooperative game environments	14
Unsupervised induction of inflectional families	14
Editorial Board	14
Meta adversarial learning improves low-resource speech recognition	13
A novel channel estimate for noise robust speech recognition	13
MPSA-DenseNet: A novel deep learning model for English accent classification	13
Editorial Board	12
Editorial Board	12
Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection	12
Evidence and Axial Attention Guided Document-level Relation Extraction	12
Adjustable deterministic pseudonymization of speech	12
A multi-label emoji classification method using balanced pointwise mutual information-based feature selection	12
SecNLP: An NLP classification model watermarking framework based on multi-task learning	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
A flexible BERT model enabling width- and depth-dynamic inference	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
FinD: Fine-grained discrepancy-based fake news detection enhanced by event abstract generation	11
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis	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
Improved relation extraction through key phrase identification using community detection on dependency trees	10
BERT-hLSTMs: BERT and hierarchical LSTMs for visual storytelling	10
Towards a unified assessment framework of speech pseudonymisation	9
Towards inclusive automatic speech recognition	9
A tag-based methodology for the detection of user repair strategies in task-oriented conversational agents	9
Prosodic event detection in children’s read speech	9
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	9
Detection of vowel transition regions from Hindi language	9

Prototypical networks relation classification model based on entity convolution	9
Editorial Board	9
Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis	9
Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement	9
Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems	9
Conversation Initiation of Mothers, Fathers, and Toddlers in their Natural Home Environment	8
Arabic speech recognition by end-to-end, modular systems and human	8
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge	8
A closer look at reinforcement learning-based automatic speech recognition	8
To what extent does content selection affect surface realization in the context of headline generation?	8
Evaluating voice-assistant commands for dementia detection	8
Generating identities with mixture models for speaker anonymization	8
Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech	8
Automated grapheme-to-phoneme conversion for Central Kurdish based on optimality theory	8
A review of speaker diarization: Recent advances with deep learning	8
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework	7
Adaptive feature extraction for entity relation extraction	7
A neural network approach for speech enhancement and noise-robust bandwidth extension	7
Multiple time-instances features based approach for reference-free speech quality measurement	7
Generative adversarial networks for speech processing: A review	7
An intention multiple-representation model with expanded information	7
Towards lifelong human assisted speaker diarization	7
Test-retest reliability of acoustic and linguistic measures of speech tasks	7
Refining the evaluation of speech synthesis: A summary of the Blizzard Challenge 2023	7
Empirical Mode Decomposition articulation feature extraction on Parkinson’s Diadochokinesia	7
Adversarial attack and defense strategies for deep speaker recognition systems	7