Computer Speech and Language

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
Deep learning based multi-source localization with source splitting and its effectiveness in multi-talker speech recognition	46
Spoken language interaction with robots: Recommendations for future research	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
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
Comprehensive analysis of aspect term extraction methods using various text embeddings	21
BERT-hLSTMs: BERT and hierarchical LSTMs for visual storytelling	21
On the effect of dropping layers of pre-trained transformer models	20
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
Replay spoofing countermeasure using autoencoder and siamese networks on ASVspoof 2019 challenge	19
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
The automatic detection of heart failure using speech signals	18
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
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
Analysis of gender and identity issues in depression detection on de-identified speech	16
Improving the potential of Enhanced Teager Energy Cepstral Coefficients (ETECC) for replay attack detection	16
Phase sensitive masking-based single channel speech enhancement using conditional generative adversarial network	15
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
Representation transfer learning from deep end-to-end speech recognition networks for the classification of health states from speech	14
Siamese networks for large-scale author identification	13
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
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
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 speaker verification backend with robust performance across conditions	11
Towards a speech therapy support system based on phonological processes early detection	11
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
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
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
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
Acoustic and articulatory analysis and synthesis of shouted vowels	9
Exploring neural models for predicting dementia from language	9
Replay anti-spoofing countermeasure based on data augmentation with post selection	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
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
A comparison of data augmentation methods in voice pathology detection	8
Code-switched automatic speech recognition in five South African languages	8
Cross-lingual transfer learning for relation extraction using Universal Dependencies	8
Prediction of speech intelligibility with DNN-based performance measures	8
Overlapped Speech Detection and speaker counting using distant microphone arrays	8
Multi-level embeddings for processing Arabic social media contents	8
Discovering phonetic inventories with crosslingual automatic speech recognition	7
English–Assamese neural machine translation using prior alignment and pre-trained language model	7
Local and non-local dependency learning and emergence of rule-like representations in speech data by deep convolutional generative adversarial networks	7
Determination of glottal closure instants from clean and telephone quality speech signals using single frequency filtering	7
Dereverberation of autoregressive envelopes for far-field speech recognition	7
A methodological approach to enable natural language interaction in an Intelligent Tutoring System	7
Assessing the effect of visual servoing on the performance of linear microphone arrays in moving human-robot interaction scenarios	7
Generating unambiguous and diverse referring expressions	7
Tamil Handwritten Character Recognition System using Statistical Algorithmic Approaches	7
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting	6
Improving low-resource machine transliteration by using 3-way transfer learning	6
LIS-Net: An end-to-end light interior search network for speech command recognition	6
Paralinguistic and linguistic fluency features for Alzheimer's disease detection	6
A code-mixed task-oriented dialog dataset for medical domain	6
DAE-NER: Dual-channel attention enhancement for Chinese named entity recognition	6
On significance of constant-Q transform for pop noise detection	6
Glottal features for classification of phonation type from speech and neck surface accelerometer signals	6
Cross-Lingual Text Reuse Detection at sentence level for English–Urdu language pair	6
Empirical Mode Decomposition articulation feature extraction on Parkinson’s Diadochokinesia	6
Generation of Coherent Multi-Sentence Texts with a Coherence Mechanism	6
Feature learning for efficient ASR-free keyword spotting in low-resource languages	6
Cross-lingual multi-speaker speech synthesis with limited bilingual training data	6
Effectiveness of energy separation-based instantaneous frequency estimation for cochlear cepstral features for synthetic and voice-converted spoofed speech detection	6
An unsupervised approach to detect review spam using duplicates of images, videos and Chinese texts	6
Maximal activation weighted memory for aspect based sentiment analysis	6
Joint speaker diarization and speech recognition based on region proposal networks	5
Effects of cross-cultural language differences on social cognition during human-agent interaction in cooperative game environments	5
Changes in facial expressions in patients with Parkinson's disease during the phonation test and their correlation with disease severity	5
Exploring accidental triggers of smart speakers	5
Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement	5
GTSO: Gradient tangent search optimization enabled voice transformer with speech intelligibility for aphasia	5
Cross-corpora spoken language identification with domain diversification and generalization	5
Sequential routing framework: Fully capsule network-based speech recognition	5
Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems	5
Multi-level context features extraction for named entity recognition	5
Detection of speech playback attacks using robust harmonic trajectories	5
Social media popularity prediction with multimodal hierarchical fusion model	5
Generating identities with mixture models for speaker anonymization	5
EEG-dependent automatic speech recognition using deep residual encoder based VGG net CNN	4
Variational model for low-resource natural language generation in spoken dialogue systems	4
Prosodic event detection in children’s read speech	4
Towards better Chinese-centric neural machine translation for low-resource languages	4
The phonetic footprint of Parkinson’s disease	4
Supervised speech separation combined with adaptive beamforming	4
Gated dynamic convolutions with deep layer fusion for abstractive document summarization	4
Towards sound based testing of COVID-19—Summary of the first Diagnostics of COVID-19 using Acoustics (DiCOVA) Challenge	4
An intention multiple-representation model with expanded information	4
Self-conducted speech audiometry using automatic speech recognition: Simulation results for listeners with hearing loss	4
Exploring the relationship between children's facial emotion processing characteristics and speech communication ability using deep learning on eye tracking and speech performance measures	4
MS-Transformer: Introduce multiple structural priors into a unified transformer for encoding sentences	4
Learning to extract from multiple perspectives for neural keyphrase extraction	4
PQuAD: A Persian question answering dataset	4
A three-stage neural model for Arabic Dialect Identification	4
A neural network approach for speech activity detection for Apollo corpus	4
Classification of stuttering – The ComParE challenge and beyond	4
A local dynamic feature selection fusion method for voice diagnosis of Parkinson's disease	4
Transfer learning for multimodal dialog	4
Conversation Initiation of Mothers, Fathers, and Toddlers in their Natural Home Environment	4
Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN	4
FinD: Fine-grained discrepancy-based fake news detection enhanced by event abstract generation	4
Novel textual features for language modeling of intra-sentential code-switching data	4
DORA: Towards policy optimization for task-oriented dialogue system with efficient context	4

An automated quality evaluation framework of psychotherapy conversations with local quality estimates	4
Distinctive acoustic changes in speech in Parkinson's disease	4
Parameterisation of human speech after total laryngectomy surgery	4
Preserving the beamforming effect for spatial cue-based pseudo-binaural dereverberation of a single source	3
Learning to generate structured queries from natural language with indirect supervision	3
Morphologically motivated word classes for very large vocabulary speech recognition of Finnish and Estonian	3
An optimal approach for text feature selection	3
Neural candidate-aware language models for speech recognition	3
On the use of blind channel response estimation and a residual neural network to detect physical access attacks to speaker verification systems	3
Hierarchical state recurrent neural network for social emotion ranking	3
A deep neural network based correction scheme for improved air-tissue boundary prediction in real-time magnetic resonance imaging video	3
Train from scratch: Single-stage joint training of speech separation and recognition	3
Causal indicators for assessing the truthfulness of child speech in forensic interviews	3
MASS: Multi-task anthropomorphic speech synthesis framework	3
Automated grapheme-to-phoneme conversion for Central Kurdish based on optimality theory	3
Complementary regional energy features for spoofed speech detection	3
A novel approach to unsupervised pattern discovery in speech using Convolutional Neural Network	3
Building a text retrieval system for the Sanskrit language: Exploring indexing, stemming, and searching issues	3
PLDA inspired Siamese networks for speaker verification	3
RepSum: A general abstractive summarization framework with dynamic word embedding representation correction	3
Automatic screening of mild cognitive impairment and Alzheimer’s disease by means of posterior-thresholding hesitation representation	3
An analysis of observation length requirements for machine understanding of human behaviors from spoken language	3
Reference architecture design for computer-based speech therapy systems	3
A combined syntactic-semantic embedding model based on lexicalized tree-adjoining grammar	3
A study of bias mitigation strategies for speaker recognition	3
Knowledge-grounded dialogue modelling with dialogue-state tracking, domain tracking, and entity extraction	3
Voice privacy using CycleGAN and time-scale modification	3
Multi-branch feature aggregation based on multiple weighting for speaker verification	3
Self-segmentation of pass-phrase utterances for deep feature learning in text-dependent speaker verification	3
An effective approach for identifying keywords as high-quality filters to get emergency-implicated Twitter Spanish data	3
Automatic detection of pharyngeal fricatives in cleft palate speech using acoustic features based on the vocal tract area spectrum	3
Stochastic models of glottal pulses from the Rosenberg and Liljencrants-Fant models with unified parameters	3
Automatic classification of the severity level of Parkinson’s disease: A comparison of speaking tasks, features, and classifiers	3
The predictive capabilities of mathematical models for the type-token relationship in English language corpora	3
Refining a deep learning-based formant tracker using linear prediction methods	3
Novel textual entailment technique for the Arabic language using genetic algorithm	3