Computer Speech and Language

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
Combining context-relevant features with multi-stage attention network for short text classification	38
Deep learning based multi-source localization with source splitting and its effectiveness in multi-talker speech recognition	38
Non-negative matrix factorization-based time-frequency feature extraction of voice signal for Parkinson's disease prediction	37
Generalized end-to-end detection of spoofing attacks to automatic speaker recognizers	37
Enhancing Arabic aspect-based sentiment analysis using deep learning models	35
Adversarial attack and defense strategies for deep speaker recognition systems	35
Linguistic features and automatic classifiers for identifying mild cognitive impairment and dementia	34
Multilingual stance detection in social media political debates	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
BERT syntactic transfer: A computational experiment on Italian, French and English languages	25

tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification	25
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
The VoicePrivacy 2020 Challenge: Results and findings	24
Automatic assessment of intelligibility in speakers with dysarthria from coded telephone speech using glottal features	23
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	21
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	19
A survey on automatic speech recognition systems for Portuguese language and its variations	18
Detection of replay spoof speech using teager energy feature cues	18
TOP-Rank: A TopicalPostionRank for Extraction and Classification of Keyphrases in Text	17
Optimization of the area under the ROC curve using neural network supervectors for text-dependent speaker verification	17
Voice spoofing detection corpus for single and multi-order audio replays	16
BERT-hLSTMs: BERT and hierarchical LSTMs for visual storytelling	16
Analysis and classification of speech sounds of children with autism spectrum disorder using acoustic features	16
A Korean named entity recognition method using Bi-LSTM-CRF and masked self-attention	16
Transfer fine-tuning of BERT with phrasal paraphrases	16
Replay spoofing countermeasure using autoencoder and siamese networks on ASVspoof 2019 challenge	16
Verbal fluency in normal aging and cognitive decline: Results of a longitudinal study	16
Analysis of gender and identity issues in depression detection on de-identified speech	15
Comprehensive analysis of aspect term extraction methods using various text embeddings	15
Representation transfer learning from deep end-to-end speech recognition networks for the classification of health states from speech	14
Vocal tract shaping of emotional speech	14
NEC-TT System for Mixed-Bandwidth and Multi-Domain Speaker Recognition	14
Improving the potential of Enhanced Teager Energy Cepstral Coefficients (ETECC) for replay attack detection	14
Evaluating voice-assistant commands for dementia detection	14
Towards the first Maithili part of speech tagger: Resource creation and system development	14
Named entity recognition using neural language model and CRF for Hindi language	14
Sequence labeling to detect stuttering events in read speech	14
Cluster-based beam search for pointer-generator chatbot grounded by knowledge	14
Phase sensitive masking-based single channel speech enhancement using conditional generative adversarial network	13
A Bayesian end-to-end model with estimated uncertainties for simple question answering over knowledge bases	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
On the effect of dropping layers of pre-trained transformer models	13
The automatic detection of heart failure using speech signals	13
X-vector anonymization using autoencoders and adversarial training for preserving speech privacy	12
Deep generative variational autoencoding for replay spoof detection in automatic speaker verification	11
Low resource end-to-end spoken language understanding with capsule networks	11
A novel word sense disambiguation approach using WordNet knowledge graph	11
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	10
Hybrid-task learning for robust automatic speech recognition	10
Multilingual and unsupervised subword modeling for zero-resource languages	10
Low-resource text classification using domain-adversarial learning	10
Accentron: Foreign accent conversion to arbitrary non-native speakers using zero-shot learning	10
A speaker verification backend with robust performance across conditions	9
An analysis of machine learning models for sentiment analysis of Tamil code-mixed data	9
13 years of speaker recognition research at BUT, with longitudinal analysis of NIST SRE	9

End-to-end neural systems for automatic children speech recognition: An empirical study	9
HOTTEST: Hate and Offensive content identification in Tamil using Transformers and Enhanced STemming	9
Siamese networks for large-scale author identification	9
Perceptions and reactions to conversational privacy initiated by a conversational user interface	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
Dialect Identification using Chroma-Spectral Shape Features with Ensemble Technique	8
QBSUM: A large-scale query-based document summarization dataset from real-world applications	8
Exploring neural models for predicting dementia from language	8
Towards a unified assessment framework of speech pseudonymisation	8
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis	8
Joint emotion label space modeling for affect lexica	8
A classification benchmark for Arabic alphabet phonemes with diacritics in deep neural networks	8
Replay spoof detection using energy separation based instantaneous frequency estimation from quadrature and in-phase components	8
Towards a speech therapy support system based on phonological processes early detection	8
Leveraging Linguistic Context in Dyadic Interactions to Improve Automatic Speech Recognition for Children	8
Sequential neural networks for noetic end-to-end response selection	7
Local and non-local dependency learning and emergence of rule-like representations in speech data by deep convolutional generative adversarial networks	7
Prediction of speech intelligibility with DNN-based performance measures	7
State gradients for analyzing memory in LSTM language models	7
Automatic speaker independent dysarthric speech intelligibility assessment system	7
Speaker anonymization by modifying fundamental frequency and x-vector singular value	7
Deep ad-hoc beamforming	7
Determination of glottal closure instants from clean and telephone quality speech signals using single frequency filtering	7
Cross-lingual transfer learning for relation extraction using Universal Dependencies	7
Language-independent extractive automatic text summarization based on automatic keyword extraction	7
Replay anti-spoofing countermeasure based on data augmentation with post selection	7
Generating unambiguous and diverse referring expressions	6
Glottal features for classification of phonation type from speech and neck surface accelerometer signals	6
Cross-lingual detection of mild cognitive impairment based on temporal parameters of spontaneous speech	6
An unsupervised approach to detect review spam using duplicates of images, videos and Chinese texts	6
Detecting dementia from speech and transcripts using transformers	6
Multi-level embeddings for processing Arabic social media contents	6
Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model	6
Replay attack detection using variable-frequency resolution phase and magnitude features	6
Dereverberation of autoregressive envelopes for far-field speech recognition	6
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting	6
LIS-Net: An end-to-end light interior search network for speech command recognition	6
Discovering phonetic inventories with crosslingual automatic speech recognition	6
Acoustic and articulatory analysis and synthesis of shouted vowels	6
NUVA: A Naming Utterance Verifier for Aphasia Treatment	6
Code-switched automatic speech recognition in five South African languages	5
English–Assamese neural machine translation using prior alignment and pre-trained language model	5
Two decades into Speaker Recognition Evaluation - are we there yet?	5
Improving low-resource machine transliteration by using 3-way transfer learning	5
Cross-Lingual Text Reuse Detection at sentence level for English–Urdu language pair	5
Assessing the effect of visual servoing on the performance of linear microphone arrays in moving human-robot interaction scenarios	5
Empirical Mode Decomposition articulation feature extraction on Parkinson’s Diadochokinesia	5
Feature learning for efficient ASR-free keyword spotting in low-resource languages	5
Effectiveness of energy separation-based instantaneous frequency estimation for cochlear cepstral features for synthetic and voice-converted spoofed speech detection	5
Overlapped Speech Detection and speaker counting using distant microphone arrays	5
Changes in facial expressions in patients with Parkinson's disease during the phonation test and their correlation with disease severity	5
Paralinguistic and linguistic fluency features for Alzheimer's disease detection	5
Cross-lingual multi-speaker speech synthesis with limited bilingual training data	5
Detection of speech playback attacks using robust harmonic trajectories	4
Context and knowledge aware conversational model and system combination for grounded response generation	4
Transfer learning for multimodal dialog	4
Conversation Initiation of Mothers, Fathers, and Toddlers in their Natural Home Environment	4
Towards sound based testing of COVID-19—Summary of the first Diagnostics of COVID-19 using Acoustics (DiCOVA) Challenge	4
Distinctive acoustic changes in speech in Parkinson's disease	4
Cross-corpora spoken language identification with domain diversification and generalization	4
Generation of Coherent Multi-Sentence Texts with a Coherence Mechanism	4
Variational model for low-resource natural language generation in spoken dialogue systems	4
A neural network approach for speech activity detection for Apollo corpus	4
An automated quality evaluation framework of psychotherapy conversations with local quality estimates	4
Sequential routing framework: Fully capsule network-based speech recognition	4
Exploring accidental triggers of smart speakers	4
On significance of constant-Q transform for pop noise detection	4
Joint speaker diarization and speech recognition based on region proposal networks	4
Effects of cross-cultural language differences on social cognition during human-agent interaction in cooperative game environments	4
Novel textual entailment technique for the Arabic language using genetic algorithm	3
The phonetic footprint of Parkinson’s disease	3
A study of bias mitigation strategies for speaker recognition	3
Learning to generate structured queries from natural language with indirect supervision	3
Maximal activation weighted memory for aspect based sentiment analysis	3
MS-Transformer: Introduce multiple structural priors into a unified transformer for encoding sentences	3
A novel approach to unsupervised pattern discovery in speech using Convolutional Neural Network	3
Self-segmentation of pass-phrase utterances for deep feature learning in text-dependent speaker verification	3
Learning to extract from multiple perspectives for neural keyphrase extraction	3
On the use of blind channel response estimation and a residual neural network to detect physical access attacks to speaker verification systems	3

Stochastic models of glottal pulses from the Rosenberg and Liljencrants-Fant models with unified parameters	3
Automatic screening of mild cognitive impairment and Alzheimer’s disease by means of posterior-thresholding hesitation representation	3
Multi-level context features extraction for named entity recognition	3
DORA: Towards policy optimization for task-oriented dialogue system with efficient context	3
Gated dynamic convolutions with deep layer fusion for abstractive document summarization	3
An intention multiple-representation model with expanded information	3
Voice privacy using CycleGAN and time-scale modification	3
Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer	3
Prosodic event detection in children’s read speech	3
Generating identities with mixture models for speaker anonymization	3
Towards inclusive automatic speech recognition	3
A methodological approach to enable natural language interaction in an Intelligent Tutoring System	3
Neural candidate-aware language models for speech recognition	3
Supervised speech separation combined with adaptive beamforming	3
A combined syntactic-semantic embedding model based on lexicalized tree-adjoining grammar	3
Novel textual features for language modeling of intra-sentential code-switching data	3
Train from scratch: Single-stage joint training of speech separation and recognition	3
Knowledge-grounded dialogue modelling with dialogue-state tracking, domain tracking, and entity extraction	3
A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment	3
A local dynamic feature selection fusion method for voice diagnosis of Parkinson's disease	3
Morphologically motivated word classes for very large vocabulary speech recognition of Finnish and Estonian	3
Exploring the relationship between children's facial emotion processing characteristics and speech communication ability using deep learning on eye tracking and speech performance measures	3
Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems	3
PLDA inspired Siamese networks for speaker verification	3
Tamil Handwritten Character Recognition System using Statistical Algorithmic Approaches	3
The predictive capabilities of mathematical models for the type-token relationship in English language corpora	3