Computer Speech & Language 2021: all accepted papers
- A review of speaker diarization: Recent advances with deep learning ↗Tae‐Jin Park, Naoyuki Kanda, Dimitrios Dimitriadis et al.354 citations
- Bayesian HMM clustering of x-vector sequences (VBx) in speaker diarization: Theory, implementation and analysis on standard tasks ↗Federico Landini, Ján Profant, Mireia Díez et al.175 citations
- Attention-based BiLSTM fused CNN with gating mechanism model for Chinese long text classification ↗Jianfeng Deng, Lianglun Cheng, Zhuowei Wang157 citations
- Deep reinforcement and transfer learning for abstractive text summarization: A review ↗Ayham Alomari, Norisma Binti Idris, Aznul Qalid Md Sabri et al.137 citations
- Spoken language interaction with robots: Recommendations for future research ↗Matthew Marge, Carol Espy-Wilson, Nigel Ward et al.107 citations
- Combining context-relevant features with multi-stage attention network for short text classification ↗Yingying Liu, Peipei Li, Xuegang Hu83 citations
- Enhancing Arabic aspect-based sentiment analysis using deep learning models ↗Saja Al-Dabet, Sara Tedmori, Mohammad AL-Smadi77 citations
- Generative adversarial networks for speech processing: A review ↗Aamir Wali, Zareen Alamgir, Saira Karim et al.77 citations
- Non-negative matrix factorization-based time-frequency feature extraction of voice signal for Parkinson's disease prediction ↗Biswajit Karan, Sitanshu Sekhar Sahu, Juan Rafael Orozco‐Arroyave et al.73 citations
- An automatic Alzheimer’s disease classifier based on spontaneous spoken English ↗Flavio Bertini, Davide Allevi, Gianluca Lutero et al.66 citations
- Adversarial attack and defense strategies for deep speaker recognition systems ↗Arindam Jati, Chin-Cheng Hsu, Monisankha Pal et al.63 citations
- Arabic speech recognition by end-to-end, modular systems and humanAmir Hussein, Shinji Watanabe, Ahmed M. Abdelatty Ali62 citations · our summary
- BERT syntactic transfer: A computational experiment on Italian, French and English languages ↗Raffaele Guarasci, Stefano Silvestri, Giuseppe De Pietro et al.55 citations
- Analysis and classification of speech sounds of children with autism spectrum disorder using acoustic features ↗Abhijit Mohanta, Vinay Kumar Mittal54 citations
- The automatic detection of heart failure using speech signals ↗Mittapalle Kiran Reddy, Pyry Helkkula, Y. Madhu Keerthana et al.47 citations
- Investigations on speech recognition systems for low-resource dialectal Arabic–English code-switching speech ↗Injy Hamed, Pavel Denisov, Chia-Yu Li et al.45 citations
- Comprehensive analysis of aspect term extraction methods using various text embeddings ↗Łukasz Augustyniak, Tomasz Jan Kajdanowicz, Przemysław Kazienko44 citations
- Evaluating voice-assistant commands for dementia detection ↗Xiaohui Liang, John A. Batsis, Youxiang Zhu et al.43 citations
- Prediction of speech intelligibility with DNN-based performance measures ↗Angel Mario Castro Martínez, Constantin Spille, Jana Roßbach et al.40 citations
- End-to-end neural systems for automatic children speech recognition: An empirical study ↗Prashanth Gurunath Shivakumar, Shrikanth Shri Narayanan39 citations
- Verbal fluency in normal aging and cognitive decline: Results of a longitudinal study ↗Claudia Frankenberg, Jochen Weiner, Maren Knebel et al.38 citations
- Discriminating speech traits of Alzheimer's disease assessed through a corpus of reading task for Spanish language ↗Olga Ivanova, Juan José García Meilán, Francisco Martínez‐Sánchez et al.34 citations
- Deep ad-hoc beamforming ↗Xiao-Lei Zhang29 citations
- Language-independent extractive automatic text summarization based on automatic keyword extraction ↗Ángel Hernández-Castañeda, René Arnulfo García-Hernández, Yulia Nikolaevna Ledeneva et al.29 citations
- Siamese networks for large-scale author identification ↗Chakaveh Saedi, Mark Dras27 citations
- Accentron: Foreign accent conversion to arbitrary non-native speakers using zero-shot learning ↗Shaojin Ding, Guanlong Zhao, Ricardo Gutiérrez‐Osuna26 citations
- Phase sensitive masking-based single channel speech enhancement using conditional generative adversarial network ↗Sidheswar Routray, Qirong Mao26 citations
- A multi-label emoji classification method using balanced pointwise mutual information-based feature selection ↗Zahra Ahanin, Maizatul Akmar Ismail24 citations
- Dialect Identification using Chroma-Spectral Shape Features with Ensemble Technique ↗Nagaratna B. Chittaragi, Shashidhar G. Koolagudi24 citations
- NUVA: A Naming Utterance Verifier for Aphasia Treatment ↗David S. Barbera, Mark A. Huckvale, Victoria Fleming et al.24 citations
- Natural language processing for under-resourced languages: Developing a Welsh natural language toolkit ↗Daniel Cunliffe, Andreas Vlachidis, Daniel Williams et al.23 citations
- Overlapped Speech Detection and speaker counting using distant microphone arrays ↗Samuele Cornell, Maurizio Omologo, Stefano Squartini et al.22 citations
- Representation transfer learning from deep end-to-end speech recognition networks for the classification of health states from speech ↗Benjamin Sertolli, Zhao Xu Ren, Björn Wolfgang Schuller et al.22 citations
- Changes in facial expressions in patients with Parkinson's disease during the phonation test and their correlation with disease severity ↗Liqiong Yang, Xiangling Chen, Quanhao Guo et al.21 citations
- Improving low-resource machine transliteration by using 3-way transfer learning ↗Chun-Kai Wu, Chao-Chuang Shih, Yu-Chun Wang et al.21 citations
- Code-switched automatic speech recognition in five South African languages ↗Astik Biswas, Emre Yılmaz, Ewald van der Westhuizen et al.20 citations
- Towards a unified assessment framework of speech pseudonymisation ↗Paul-Gauthier Noé, Andreas Nautsch, Nicholas Evans et al.20 citations
- Improving the potential of Enhanced Teager Energy Cepstral Coefficients (ETECC) for replay attack detection ↗Ankur T. Patil, Rajul Acharya, Hemant A. Patil et al.19 citations
- Perceptions and reactions to conversational privacy initiated by a conversational user interface ↗Birgit Brüggemeier, Philip Lalone19 citations
- Speaker anonymization by modifying fundamental frequency and x-vector singular value ↗Candy Olivia Mawalim, Kasorn Galajit, Jessada Karnjana et al.19 citations
- A classification benchmark for Arabic alphabet phonemes with diacritics in deep neural networks ↗Eiad Almekhlafi, Moeen AL-Makhlafi, Erlei Zhang et al.18 citations
- Joint emotion label space modeling for affect lexica ↗Luna De Bruyne, Pepa Atanasova, Isabelle Augenstein18 citations
- A speaker verification backend with robust performance across conditions ↗Luciana Ferrer, Mitchell McLaren, Niko Brümmer17 citations
- Cross-lingual detection of mild cognitive impairment based on temporal parameters of spontaneous speech ↗Gábor Gosztolya, Réka Balogh, Nóra Imre et al.17 citations
- Feature learning for efficient ASR-free keyword spotting in low-resource languages ↗Ewald van der Westhuizen, Herman Kamper, Raghav Menon et al.17 citations
- Paralinguistic and linguistic fluency features for Alzheimer's disease detection ↗Edward L. Campbell, Raúl Yañez Mesía, Laura Docío-Fernández et al.17 citations
- Automatic speaker independent dysarthric speech intelligibility assessment system ↗Ayush Tripathi, Swapnil Bhosale, Sunil Kumar Kopparapu15 citations
- Conversation Initiation of Mothers, Fathers, and Toddlers in their Natural Home Environment ↗Mark VanDam, Lauren Thompson, Elizabeth B. Wilson-Fowler et al.15 citations
- Multi-level embeddings for processing Arabic social media contents ↗Leila Moudjari, Farah Benamara, Karima Akli‐Astouati14 citations
- The phonetic footprint of Parkinson’s disease ↗Philipp Klumpp, Tomás Arias‐Vergara, Juan Camilo Vásquez-Correa et al.13 citations
- A novel approach to unsupervised pattern discovery in speech using Convolutional Neural Network ↗Kishore Kumar R, Kanishka Rao12 citations
- Cross-lingual transfer learning for relation extraction using Universal Dependencies ↗Nasrin Taghizadeh, Heshaam Faili12 citations
- Empirical Mode Decomposition articulation feature extraction on Parkinson’s Diadochokinesia ↗Alice Rueda, Juan Camilo Vásquez-Correa, Juan Rafael Orozco‐Arroyave et al.11 citations
- MASS: Multi-task anthropomorphic speech synthesis framework ↗Jinyin Chen, Linhui Ye, Zhaoyan Ming11 citations
- Effectiveness of energy separation-based instantaneous frequency estimation for cochlear cepstral features for synthetic and voice-converted spoofed speech detection ↗Ankur T. Patil, Hemant A. Patil, Kuldeep Khoria10 citations
- Glottal features for classification of phonation type from speech and neck surface accelerometer signals ↗Sudarsana Reddy Kadiri, Paavo Alku10 citations
- Adjustable deterministic pseudonymization of speech ↗S. Pavankumar Dubagunta, R.J.J.H. van Son, Mathew Magimai.-Doss9 citations
- DORA: Towards policy optimization for task-oriented dialogue system with efficient context ↗Hyunmin Jeon, Gary Geunbae Lee9 citations
- Exploring accidental triggers of smart speakers ↗Lea Schönherr, Maximilian Golla, Thorsten Eisenhofer et al.9 citations
- Generating identities with mixture models for speaker anonymization ↗Henry Turner, Giulio Lovisotto, Ivan Martinović9 citations
- The predictive capabilities of mathematical models for the type-token relationship in English language corpora ↗Martin J. Tunnicliffe, Gordon Hunter8 citations
- Dereverberation of autoregressive envelopes for far-field speech recognition ↗Anurenjan Purushothaman, Anirudh Sreeram, Rohit Vishal Kumar et al.7 citations
- Sequential routing framework: Fully capsule network-based speech recognition ↗Kyungmin Lee, Hyunwhan Joe, Hyeontaek Lim et al.7 citations
- An intention multiple-representation model with expanded information ↗Jingxiang Hu, Junjie Peng, Wenqiang Zhang et al.6 citations
- Joint speaker diarization and speech recognition based on region proposal networks ↗Zili Huang, Marc Delcroix, Leibny Paola Garcia et al.6 citations
- Parameterisation of human speech after total laryngectomy surgery ↗Krzysztof Tyburek6 citations
- A combined syntactic-semantic embedding model based on lexicalized tree-adjoining grammar ↗Hoang-Vu Dang, Phuong Le-Hong5 citations
- Automated grapheme-to-phoneme conversion for Central Kurdish based on optimality theory ↗Aso Mahmudi, Hadi Veisi5 citations
- Cross-language article linking with deep neural network based paragraph encoding ↗Yu-Chun Wang, Chia-Min Chuang, Chun-Kai Wu et al.5 citations
- MS-Transformer: Introduce multiple structural priors into a unified transformer for encoding sentences ↗Qi Le, Yu Zhang, Qingyu Yin et al.5 citations
- Novel textual entailment technique for the Arabic language using genetic algorithm ↗Bushra Alhijawi, Arafat Awajan5 citations
- A study of vowel nasalization using instantaneous spectra ↗RaviShankar Prasad, B. Yegnanarayana4 citations
- Causal indicators for assessing the truthfulness of child speech in forensic interviews ↗Zane Durante, Victor Ardulov, Manoj Kumar et al.4 citations
- Comparison of rule-based and data-driven approaches for syllabification of simple syllable languages and the effect of orthography ↗Franklin Ọládiípọ̀ Asahiah4 citations
- Lightweight and irreversible speech pseudonymization based on data-driven optimization of cascaded voice modification modules ↗Hiroto Kai, Shinnosuke Takamichi, Sayaka Shiota et al.4 citations
- Prosodic event detection in children’s read speech ↗Kamini Sabu, Preeti Rao4 citations
- Stochastic models of glottal pulses from the Rosenberg and Liljencrants-Fant models with unified parameters ↗Edson Cataldo, Diego S. M. Bahiano4 citations
- Unsupervised speech representation learning for behavior modeling using triplet enhanced contextualized networks ↗Haoqi Li, Brian Baucom, Shrikanth Shri Narayanan et al.4 citations
- An investigation of neural uncertainty estimation for target speaker extraction equipped RNN transducer ↗Jiatong Shi, Chunlei Zhang, Chao Weng et al.3 citations
- Automatic detection of pharyngeal fricatives in cleft palate speech using acoustic features based on the vocal tract area spectrum ↗Jia Fu, Fei He, Heng Yin et al.3 citations
- Self-segmentation of pass-phrase utterances for deep feature learning in text-dependent speaker verification ↗Achintya Kumar Sarkar, Zheng‐Hua Tan3 citations
- Sentence transition matrix: An efficient approach that preserves sentence semantics ↗Myeongjun Jang, Pilsung Kang3 citations
- Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review ↗Dana Rezazadegan, Shlomo Berkovsky, Juan C. Quiroz et al.3 citations
- Adversarial subsequences for unconditional text generation ↗Xingyuan Chen, Peng Jin, Yanzhe Li et al.2 citations
- Exploring intrinsic information content models for addressing the issues of traditional semantic measures to evaluate verb similarity ↗M. Krishna Siva Prasad, Poonam Sharma2 citations
- Unsupervised sign language validation process based on hand-motion parameter clustering ↗Mehrez Boulares, Ahmed Barnawi2 citations
- Combining background noise and artificial masking to achieve privacy in sound zones ↗Daniel Wallace, Jordan Cheer1 citation
- Detection of vowel transition regions from Hindi language ↗Jainath Yadav1 citation
- GEPC: Global embeddings with PID control ↗Ning Gong, Nianmin Yao, Ziying Lv et al.1 citation
- Towards sound based testing of COVID-19—Summary of the first Diagnostics of COVID-19 using Acoustics (DiCOVA) Challenge ↗Neeraj Kumar Sharma, Ananya Muguli, Prashant Krishnan et al.1 citation
- Unsupervised induction of inflectional families ↗Amit Kirschenbaum1 citation
- Adaptive line enhancer for nonstationary harmonic noise reduction ↗Aviva Atkins, Israel Cohen, Jacob Benesty
- Joint speaker separation and recognition using non-negative matrix deconvolution with adaptive dictionary ↗Szymon Drgas, Tuomas I. Virtanen
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