OOIR: Observatory of International Research

Papers

(The H4-Index of Computer Speech and Language is 26. 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 2020-11-01 to 2024-11-01.)

Article	Citations
ASVspoof 2019: A large-scale public database of synthesized, converted and replayed speech	180
A review of speaker diarization: Recent advances with deep learning	141
Attention-based BiLSTM fused CNN with gating mechanism model for Chinese long text classification	99
Bayesian HMM clustering of x-vector sequences (VBx) in speaker diarization: Theory, implementation and analysis on standard tasks	82
Turn-taking in Conversational Systems and Human-Robot Interaction: A Review	81
Deep reinforcement and transfer learning for abstractive text summarization: A review	77
Human evaluation of automatically generated text: Current trends and best practice guidelines	55
Hate speech detection on Twitter using transfer learning	53
Combining context-relevant features with multi-stage attention network for short text classification	51
Spoken language interaction with robots: Recommendations for future research	46
Deep learning based multi-source localization with source splitting and its effectiveness in multi-talker speech recognition	46
Enhancing Arabic aspect-based sentiment analysis using deep learning models	43
Adversarial attack and defense strategies for deep speaker recognition systems	43
Linguistic features and automatic classifiers for identifying mild cognitive impairment and dementia	43
Non-negative matrix factorization-based time-frequency feature extraction of voice signal for Parkinson's disease prediction	39
The VoicePrivacy 2020 Challenge: Results and findings	37
Generative adversarial networks for speech processing: A review	36
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework	36
MuST-C: A multilingual corpus for end-to-end speech translation	34
Part-of-speech tagging for Arabic tweets using CRF and Bi-LSTM	33
BERT syntactic transfer: A computational experiment on Italian, French and English languages	31
Emotion recognition in low-resource settings: An evaluation of automatic feature selection methods	30
An automatic Alzheimer’s disease classifier based on spontaneous spoken English	29
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification	28
Investigations on speech recognition systems for low-resource dialectal Arabic–English code-switching speech	27

Advances in subword-based HMM-DNN speech recognition across languages	27
Automatic assessment of intelligibility in speakers with dysarthria from coded telephone speech using glottal features	26