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 2020-05-01 to 2024-05-01.)

Article	Citations
ASVspoof 2019: A large-scale public database of synthesized, converted and replayed speech	139
A review of speaker diarization: Recent advances with deep learning	99
Attention-based BiLSTM fused CNN with gating mechanism model for Chinese long text classification	84
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	61
Deep reinforcement and transfer learning for abstractive text summarization: A review	55
Transfer learning from adult to children for speech recognition: Evaluation, analysis and recommendations	50
Hate speech detection on Twitter using transfer learning	46
Human evaluation of automatically generated text: Current trends and best practice guidelines	41
Combining context-relevant features with multi-stage attention network for short text classification	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	39
Non-negative matrix factorization-based time-frequency feature extraction of voice signal for Parkinson's disease prediction	38
Generalized end-to-end detection of spoofing attacks to automatic speaker recognizers	37
Enhancing Arabic aspect-based sentiment analysis using deep learning models	37
Linguistic features and automatic classifiers for identifying mild cognitive impairment and dementia	36
Multilingual stance detection in social media political debates	36
Adversarial attack and defense strategies for deep speaker recognition systems	35
Part-of-speech tagging for Arabic tweets using CRF and Bi-LSTM	32
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework	31
Generative adversarial networks for speech processing: A review	31
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
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification	27
Trajectory-based recognition of dynamic Persian sign language using hidden Markov model	26

An automatic Alzheimer’s disease classifier based on spontaneous spoken English	26
BERT syntactic transfer: A computational experiment on Italian, French and English languages	26
Advances in subword-based HMM-DNN speech recognition across languages	26
The VoicePrivacy 2020 Challenge: Results and findings	25
Automatic assessment of intelligibility in speakers with dysarthria from coded telephone speech using glottal features	24
Investigations on speech recognition systems for low-resource dialectal Arabic–English code-switching speech	23
Arabic speech recognition by end-to-end, modular systems and human	23
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	22
A survey on automatic speech recognition systems for Portuguese language and its variations	20
Detection of replay spoof speech using teager energy feature cues	19
Optimization of the area under the ROC curve using neural network supervectors for text-dependent speaker verification	18
TOP-Rank: A TopicalPostionRank for Extraction and Classification of Keyphrases in Text	18
BERT-hLSTMs: BERT and hierarchical LSTMs for visual storytelling	17
Voice spoofing detection corpus for single and multi-order audio replays	17
Comprehensive analysis of aspect term extraction methods using various text embeddings	16
A Korean named entity recognition method using Bi-LSTM-CRF and masked self-attention	16
Verbal fluency in normal aging and cognitive decline: Results of a longitudinal study	16
Analysis and classification of speech sounds of children with autism spectrum disorder using acoustic features	16
Vocal tract shaping of emotional speech	16
Transfer fine-tuning of BERT with phrasal paraphrases	16
Replay spoofing countermeasure using autoencoder and siamese networks on ASVspoof 2019 challenge	16
Analysis of gender and identity issues in depression detection on de-identified speech	16
Sequence labeling to detect stuttering events in read speech	15
Evaluating voice-assistant commands for dementia detection	15
Named entity recognition using neural language model and CRF for Hindi language	15
Improving the potential of Enhanced Teager Energy Cepstral Coefficients (ETECC) for replay attack detection	14
Cluster-based beam search for pointer-generator chatbot grounded by knowledge	14
On the effect of dropping layers of pre-trained transformer models	14
Towards the first Maithili part of speech tagger: Resource creation and system development	14
Representation transfer learning from deep end-to-end speech recognition networks for the classification of health states from speech	14
NEC-TT System for Mixed-Bandwidth and Multi-Domain Speaker Recognition	14
A Bayesian end-to-end model with estimated uncertainties for simple question answering over knowledge bases	13
The automatic detection of heart failure using speech signals	13
Phase sensitive masking-based single channel speech enhancement using conditional generative adversarial network	13
X-vector anonymization using autoencoders and adversarial training for preserving speech privacy	13
Assessing Parkinson's disease severity using speech analysis in non-native speakers	13
Recurrent neural network language generation for spoken dialogue systems	13
Overview of the seventh Dialog System Technology Challenge: DSTC7	13
A novel word sense disambiguation approach using WordNet knowledge graph	13
A multi-label emoji classification method using balanced pointwise mutual information-based feature selection	11
Discriminating speech traits of Alzheimer's disease assessed through a corpus of reading task for Spanish language	11
Low resource end-to-end spoken language understanding with capsule networks	11
Accentron: Foreign accent conversion to arbitrary non-native speakers using zero-shot learning	11
Low-resource text classification using domain-adversarial learning	11
A speaker verification backend with robust performance across conditions	11
Deep generative variational autoencoding for replay spoof detection in automatic speaker verification	11
HOTTEST: Hate and Offensive content identification in Tamil using Transformers and Enhanced STemming	10
End-to-end neural systems for automatic children speech recognition: An empirical study	10
Multilingual and unsupervised subword modeling for zero-resource languages	10
Hybrid-task learning for robust automatic speech recognition	10

An analysis of machine learning models for sentiment analysis of Tamil code-mixed data	10
Siamese networks for large-scale author identification	9
13 years of speaker recognition research at BUT, with longitudinal analysis of NIST SRE	9
Language-independent extractive automatic text summarization based on automatic keyword extraction	9
QBSUM: A large-scale query-based document summarization dataset from real-world applications	9
Towards a speech therapy support system based on phonological processes early detection	9
Leveraging Linguistic Context in Dyadic Interactions to Improve Automatic Speech Recognition for Children	8
Dialect Identification using Chroma-Spectral Shape Features with Ensemble Technique	8
Replay spoof detection using energy separation based instantaneous frequency estimation from quadrature and in-phase components	8
Towards a unified assessment framework of speech pseudonymisation	8
Acoustic and articulatory analysis and synthesis of shouted vowels	8
A classification benchmark for Arabic alphabet phonemes with diacritics in deep neural networks	8
Natural language processing for under-resourced languages: Developing a Welsh natural language toolkit	8
An online multi-source summarization algorithm for text readability in topic-based search	8
Joint emotion label space modeling for affect lexica	8
Automatic speaker independent dysarthric speech intelligibility assessment system	8
Perceptions and reactions to conversational privacy initiated by a conversational user interface	8
Exploring neural models for predicting dementia from language	8
Prediction of speech intelligibility with DNN-based performance measures	8
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis	8