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 2020-11-01 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
Linguistic features and automatic classifiers for identifying mild cognitive impairment and dementia	43
Enhancing Arabic aspect-based sentiment analysis using deep learning models	43
Adversarial attack and defense strategies for deep speaker recognition systems	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
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework	36
Generative adversarial networks for speech processing: A review	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
Advances in subword-based HMM-DNN speech recognition across languages	27

Investigations on speech recognition systems for low-resource dialectal Arabic–English code-switching speech	27
Automatic assessment of intelligibility in speakers with dysarthria from coded telephone speech using glottal features	26
Arabic speech recognition by end-to-end, modular systems and human	25
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	25
Analysis and classification of speech sounds of children with autism spectrum disorder using acoustic features	24
Detection of replay spoof speech using teager energy feature cues	22
BERT-hLSTMs: BERT and hierarchical LSTMs for visual storytelling	21
Comprehensive analysis of aspect term extraction methods using various text embeddings	21
Vocal tract shaping of emotional speech	20
Voice spoofing detection corpus for single and multi-order audio replays	20
Evaluating voice-assistant commands for dementia detection	20
On the effect of dropping layers of pre-trained transformer models	20
Replay spoofing countermeasure using autoencoder and siamese networks on ASVspoof 2019 challenge	19
The automatic detection of heart failure using speech signals	18
TOP-Rank: A TopicalPostionRank for Extraction and Classification of Keyphrases in Text	18
Named entity recognition using neural language model and CRF for Hindi language	18
A Korean named entity recognition method using Bi-LSTM-CRF and masked self-attention	17
A novel word sense disambiguation approach using WordNet knowledge graph	17
Verbal fluency in normal aging and cognitive decline: Results of a longitudinal study	17
Transfer fine-tuning of BERT with phrasal paraphrases	17
X-vector anonymization using autoencoders and adversarial training for preserving speech privacy	17
End-to-end neural systems for automatic children speech recognition: An empirical study	17
Improving the potential of Enhanced Teager Energy Cepstral Coefficients (ETECC) for replay attack detection	16
Analysis of gender and identity issues in depression detection on de-identified speech	16
Phase sensitive masking-based single channel speech enhancement using conditional generative adversarial network	15
Representation transfer learning from deep end-to-end speech recognition networks for the classification of health states from speech	14
Cluster-based beam search for pointer-generator chatbot grounded by knowledge	14
HOTTEST: Hate and Offensive content identification in Tamil using Transformers and Enhanced STemming	14
An analysis of machine learning models for sentiment analysis of Tamil code-mixed data	13
A Bayesian end-to-end model with estimated uncertainties for simple question answering over knowledge bases	13
Accentron: Foreign accent conversion to arbitrary non-native speakers using zero-shot learning	13
Siamese networks for large-scale author identification	13
Dialect Identification using Chroma-Spectral Shape Features with Ensemble Technique	12
Towards a unified assessment framework of speech pseudonymisation	12
Low resource end-to-end spoken language understanding with capsule networks	12
Detecting dementia from speech and transcripts using transformers	12
A multi-label emoji classification method using balanced pointwise mutual information-based feature selection	12
Language-independent extractive automatic text summarization based on automatic keyword extraction	12
Discriminating speech traits of Alzheimer's disease assessed through a corpus of reading task for Spanish language	11
Towards inclusive automatic speech recognition	11
QBSUM: A large-scale query-based document summarization dataset from real-world applications	11
A speaker verification backend with robust performance across conditions	11
Towards a speech therapy support system based on phonological processes early detection	11
Multilingual and unsupervised subword modeling for zero-resource languages	10
Replay spoof detection using energy separation based instantaneous frequency estimation from quadrature and in-phase components	10
Deep ad-hoc beamforming	10
Perceptions and reactions to conversational privacy initiated by a conversational user interface	10
Hybrid-task learning for robust automatic speech recognition	10
Replay attack detection using variable-frequency resolution phase and magnitude features	10
Speaker anonymization by modifying fundamental frequency and x-vector singular value	10

Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis	10
Acoustic and articulatory analysis and synthesis of shouted vowels	9
Exploring neural models for predicting dementia from language	9
Automatic speaker independent dysarthric speech intelligibility assessment system	9
An online multi-source summarization algorithm for text readability in topic-based search	9
Joint emotion label space modeling for affect lexica	9
NUVA: A Naming Utterance Verifier for Aphasia Treatment	9
Overlapped Speech Detection and speaker counting using distant microphone arrays	8
Cross-lingual transfer learning for relation extraction using Universal Dependencies	8
Prediction of speech intelligibility with DNN-based performance measures	8
Cross-lingual detection of mild cognitive impairment based on temporal parameters of spontaneous speech	8
Trends and developments in automatic speech recognition research	8
Multi-level embeddings for processing Arabic social media contents	8
Replay anti-spoofing countermeasure based on data augmentation with post selection	8
A comparison of data augmentation methods in voice pathology detection	8
Code-switched automatic speech recognition in five South African languages	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