OOIR: Observatory of International Research

Papers

(The H4-Index of Computer Speech and Language is 25. 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 2020-04-01 to 2024-04-01.)

Article	Citations
ASVspoof 2019: A large-scale public database of synthesized, converted and replayed speech	134
A review of speaker diarization: Recent advances with deep learning	93
Attention-based BiLSTM fused CNN with gating mechanism model for Chinese long text classification	81
Turn-taking in Conversational Systems and Human-Robot Interaction: A Review	67
Bayesian HMM clustering of x-vector sequences (VBx) in speaker diarization: Theory, implementation and analysis on standard tasks	60
Deep reinforcement and transfer learning for abstractive text summarization: A review	50
Transfer learning from adult to children for speech recognition: Evaluation, analysis and recommendations	49
Hate speech detection on Twitter using transfer learning	43
Human evaluation of automatically generated text: Current trends and best practice guidelines	40
Spoken language interaction with robots: Recommendations for future research	39
Deep learning based multi-source localization with source splitting and its effectiveness in multi-talker speech recognition	38
Combining context-relevant features with multi-stage attention network for short text classification	38
Generalized end-to-end detection of spoofing attacks to automatic speaker recognizers	37
Non-negative matrix factorization-based time-frequency feature extraction of voice signal for Parkinson's disease prediction	37
Enhancing Arabic aspect-based sentiment analysis using deep learning models	35
Adversarial attack and defense strategies for deep speaker recognition systems	35
Multilingual stance detection in social media political debates	34
Linguistic features and automatic classifiers for identifying mild cognitive impairment and dementia	34
Part-of-speech tagging for Arabic tweets using CRF and Bi-LSTM	32
Generative adversarial networks for speech processing: A review	31
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework	30
MuST-C: A multilingual corpus for end-to-end speech translation	29
Emotion recognition in low-resource settings: An evaluation of automatic feature selection methods	28
Advances in subword-based HMM-DNN speech recognition across languages	26
Trajectory-based recognition of dynamic Persian sign language using hidden Markov model	25

An automatic Alzheimer’s disease classifier based on spontaneous spoken English	25
BERT syntactic transfer: A computational experiment on Italian, French and English languages	25
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification	25