📰 Computer Speech & Language 2021 — papers

The works of Computer Speech & Language published in 2021 that our library holds (publisher: Elsevier BV): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. A review of speaker diarization: Recent advances with deep learning ↗Tae‐Jin Park, Naoyuki Kanda, Dimitrios Dimitriadis et al.354 citations
2. 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
3. Attention-based BiLSTM fused CNN with gating mechanism model for Chinese long text classification ↗Jianfeng Deng, Lianglun Cheng, Zhuowei Wang157 citations
4. Deep reinforcement and transfer learning for abstractive text summarization: A review ↗Ayham Alomari, Norisma Binti Idris, Aznul Qalid Md Sabri et al.137 citations
5. Spoken language interaction with robots: Recommendations for future research ↗Matthew Marge, Carol Espy-Wilson, Nigel Ward et al.107 citations
6. Combining context-relevant features with multi-stage attention network for short text classification ↗Yingying Liu, Peipei Li, Xuegang Hu83 citations
7. Enhancing Arabic aspect-based sentiment analysis using deep learning models ↗Saja Al-Dabet, Sara Tedmori, Mohammad AL-Smadi77 citations
8. Generative adversarial networks for speech processing: A review ↗Aamir Wali, Zareen Alamgir, Saira Karim et al.77 citations
9. 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
10. An automatic Alzheimer’s disease classifier based on spontaneous spoken English ↗Flavio Bertini, Davide Allevi, Gianluca Lutero et al.66 citations

All works of the year (95)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. A review of speaker diarization: Recent advances with deep learning ↗Tae‐Jin Park, Naoyuki Kanda, Dimitrios Dimitriadis et al.354 citations
2. 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
3. Attention-based BiLSTM fused CNN with gating mechanism model for Chinese long text classification ↗Jianfeng Deng, Lianglun Cheng, Zhuowei Wang157 citations
4. Deep reinforcement and transfer learning for abstractive text summarization: A review ↗Ayham Alomari, Norisma Binti Idris, Aznul Qalid Md Sabri et al.137 citations
5. Spoken language interaction with robots: Recommendations for future research ↗Matthew Marge, Carol Espy-Wilson, Nigel Ward et al.107 citations
6. Combining context-relevant features with multi-stage attention network for short text classification ↗Yingying Liu, Peipei Li, Xuegang Hu83 citations
7. Enhancing Arabic aspect-based sentiment analysis using deep learning models ↗Saja Al-Dabet, Sara Tedmori, Mohammad AL-Smadi77 citations
8. Generative adversarial networks for speech processing: A review ↗Aamir Wali, Zareen Alamgir, Saira Karim et al.77 citations
9. 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
10. An automatic Alzheimer’s disease classifier based on spontaneous spoken English ↗Flavio Bertini, Davide Allevi, Gianluca Lutero et al.66 citations
11. Adversarial attack and defense strategies for deep speaker recognition systems ↗Arindam Jati, Chin-Cheng Hsu, Monisankha Pal et al.63 citations
12. Arabic speech recognition by end-to-end, modular systems and humanAmir Hussein, Shinji Watanabe, Ahmed M. Abdelatty Ali62 citations · our summary
13. BERT syntactic transfer: A computational experiment on Italian, French and English languages ↗Raffaele Guarasci, Stefano Silvestri, Giuseppe De Pietro et al.55 citations
14. Analysis and classification of speech sounds of children with autism spectrum disorder using acoustic features ↗Abhijit Mohanta, Vinay Kumar Mittal54 citations
15. The automatic detection of heart failure using speech signals ↗Mittapalle Kiran Reddy, Pyry Helkkula, Y. Madhu Keerthana et al.47 citations
16. 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
17. Comprehensive analysis of aspect term extraction methods using various text embeddings ↗Łukasz Augustyniak, Tomasz Jan Kajdanowicz, Przemysław Kazienko44 citations
18. Evaluating voice-assistant commands for dementia detection ↗Xiaohui Liang, John A. Batsis, Youxiang Zhu et al.43 citations
19. Prediction of speech intelligibility with DNN-based performance measures ↗Angel Mario Castro Martínez, Constantin Spille, Jana Roßbach et al.40 citations
20. End-to-end neural systems for automatic children speech recognition: An empirical study ↗Prashanth Gurunath Shivakumar, Shrikanth Shri Narayanan39 citations
21. Verbal fluency in normal aging and cognitive decline: Results of a longitudinal study ↗Claudia Frankenberg, Jochen Weiner, Maren Knebel et al.38 citations
22. 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
23. Deep ad-hoc beamforming ↗Xiao-Lei Zhang29 citations
24. 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
25. Siamese networks for large-scale author identification ↗Chakaveh Saedi, Mark Dras27 citations

See all 95 papers in Computer Speech & Language 2021 — papers →

📄 Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. Arabic Speech Recognition by End-to-End, Modular Systems and HumanComputer Speech & LanguageAmir Hussein, Shinji Watanabe, Ahmed Ali2021 · 76 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🎙️Speech & spoken language (1)Semitic languages (1)

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Hamad bin Khalifa UniversityDoha · Qatar1 work here🎓Carnegie Mellon UniversityPittsburgh · United States1 work here

works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/computer-speech-language/2021/