OOIR: Observatory of International Research

Papers

(The TQCC of Computer Speech and Language is 6. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Building a text retrieval system for the Sanskrit language: Exploring indexing, stemming, and searching issues	175
Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN	119
Towards inclusive automatic speech recognition	113
Towards a unified assessment framework of speech pseudonymisation	90
FE-CFNER: Feature Enhancement-based approach for Chinese Few-shot Named Entity Recognition	90
Corpus and unsupervised benchmark: Towards Tagalog grammatical error correction	68
A new speech corpus of super-elderly Japanese for acoustic modeling	60
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	56
Seq2Seq dynamic planning network for progressive text generation	54
Stochastic Data-to-Text Generation Using Syntactic Dependency Information	53
Optimizing pipeline task-oriented dialogue systems using post-processing networks	52
Assessing language models’ task and language transfer capabilities for sentiment analysis in dialog data	50
Automatic detection of pharyngeal fricatives in cleft palate speech using acoustic features based on the vocal tract area spectrum	49
Improved relation extraction through key phrase identification using community detection on dependency trees	49
Adaptive line enhancer for nonstationary harmonic noise reduction	47
Sentence transition matrix: An efficient approach that preserves sentence semantics	45
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis	37
Automatic detection of behavioural codes in team interactions	37
Glottal features for classification of phonation type from speech and neck surface accelerometer signals	37
Learning to extract from multiple perspectives for neural keyphrase extraction	30
Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement	29
A methodological approach to enable natural language interaction in an Intelligent Tutoring System	29
Editorial Board	26
Editorial Board	25
Effective infant cry signal analysis and reasoning using IARO based leaky Bi-LSTM model	25

KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System	24
RepSum: A general abstractive summarization framework with dynamic word embedding representation correction	23
Two evaluations on Ontology-style relation annotations	22
GEPC: Global embeddings with PID control	22
Talking-heads attention-based knowledge representation for link prediction	22
PLDA inspired Siamese networks for speaker verification	21
Automatic offline annotation of turn-taking transitions in task-oriented dialogue	21
Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis	19
Document-level relation extraction with entity mentions deep attention	19
A benchmark dataset for Turkish data-to-text generation	18
Editorial Board	17
Towards better Chinese-centric neural machine translation for low-resource languages	17
An effective approach for identifying keywords as high-quality filters to get emergency-implicated Twitter Spanish data	16
Phase sensitive masking-based single channel speech enhancement using conditional generative adversarial network	15
Exploring the ability of LLMs to classify written proficiency levels	15
FinD: Fine-grained discrepancy-based fake news detection enhanced by event abstract generation	15
Tamil Handwritten Character Recognition System using Statistical Algorithmic Approaches	15
Taking relations as known conditions: A tagging based method for relational triple extraction	14
A language-agnostic model of child language acquisition	14
Non-negative matrix factorization-based time-frequency feature extraction of voice signal for Parkinson's disease prediction	13
Effectiveness of energy separation-based instantaneous frequency estimation for cochlear cepstral features for synthetic and voice-converted spoofed speech detection	12
An investigation of neural uncertainty estimation for target speaker extraction equipped RNN transducer	12
Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions	12
A flexible BERT model enabling width- and depth-dynamic inference	12
Incorporating external knowledge for text matching model	12
Room impulse response reshaping-based expectation–maximization in an underdetermined reverberant environment	12
BERT-hLSTMs: BERT and hierarchical LSTMs for visual storytelling	12
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	11
C-KGE: Curriculum learning-based Knowledge Graph Embedding	11
A generalized decoding method for neural text generation	11
A potential relation trigger method for entity-relation quintuple extraction in text with excessive entities	11
Deep ad-hoc beamforming	11
A computational analysis of transcribed speech of people living with dementia: The Anchise 2022 Corpus	10
ECDG-DST: A dialogue state tracking model based on efficient context and domain guidance for smart dialogue systems	10
Hate speech detection on Twitter using transfer learning	10
The effect of preference elicitation methods on the user experience in conversational recommender systems	10
Exploiting spatial information and target speaker phoneme loss for multichannel directional speech enhancement and recognition	10
Turn-taking in Conversational Systems and Human-Robot Interaction: A Review	10
MS-Transformer: Introduce multiple structural priors into a unified transformer for encoding sentences	9
Monotonic Gaussian regularization of attention for robust automatic speech recognition	9
A knowledge-Aware NLP-Driven conversational model to detect deceptive contents on social media posts	9
Editorial Board	9
Prosodic event detection in children’s read speech	9
UniKDD: A Unified Generative model for Knowledge-driven Dialogue	9
A tag-based methodology for the detection of user repair strategies in task-oriented conversational agents	9
An optimal approach for text feature selection	9
Exploring intrinsic information content models for addressing the issues of traditional semantic measures to evaluate verb similarity	8
Self-segmentation of pass-phrase utterances for deep feature learning in text-dependent speaker verification	8
A novel approach to unsupervised pattern discovery in speech using Convolutional Neural Network	8
Rep-MCA-former: An efficient multi-scale convolution attention encoder for text-independent speaker verification	8

On significance of constant-Q transform for pop noise detection	8
Cross-lingual multi-speaker speech synthesis with limited bilingual training data	8
Detection of vowel transition regions from Hindi language	8
Misogynistic attitude detection in YouTube comments and replies: A high-quality dataset and algorithmic models	8
Editorial Board	8
A study of vowel nasalization using instantaneous spectra	8
Editorial Board	8
Multi-branch feature aggregation based on multiple weighting for speaker verification	7
Speech recognition using Taylor-gradient Descent political optimization based Deep residual network	7
Intelligibility assessment of impaired speech using Regularized self-representation based compact supervectors	7
Contextual emotion detection using ensemble deep learning	7
Natural language processing for under-resourced languages: Developing a Welsh natural language toolkit	7
Prototypical networks relation classification model based on entity convolution	7
Uncertainty-aware non-autoregressive neural machine translation	7
Conversation Initiation of Mothers, Fathers, and Toddlers in their Natural Home Environment	6
Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems	6
Training RNN language models on uncertain ASR hypotheses in limited data scenarios	6
A method of phonemic annotation for Chinese dialects based on a deep learning model with adaptive temporal attention and a feature disentangling structure	6
Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech	6
Replay spoof detection using energy separation based instantaneous frequency estimation from quadrature and in-phase components	6
Scale-aware dual-branch complex convolutional recurrent network for monaural speech enhancement	6
Generating identities with mixture models for speaker anonymization	6
CLIPMulti: Explore the performance of multimodal enhanced CLIP for zero-shot text classification	6
Language-independent extractive automatic text summarization based on automatic keyword extraction	6
A high-performance speech BioHashing retrieval algorithm based on audio segmentation	6
Bayesian active summarization	6
PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition	6
A closer look at reinforcement learning-based automatic speech recognition	6
Joint speaker encoder and neural back-end model for fully end-to-end automatic speaker verification with multiple enrollment utterances	6
Speaking to remember: Model-based adaptive vocabulary learning using automatic speech recognition	6
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge	6
Prediction of speech intelligibility with DNN-based performance measures	6