📰 Computer Speech & Language 2023: all accepted papers

79 papers · the most cited first · ← Computer Speech & Language 2023

1. Towards inclusive automatic speech recognition ↗Siyuan Feng, Bence Mark Halpern, Olya Kudina et al.103 citations
2. Trends and developments in automatic speech recognition research ↗Douglas D. O’Shaughnessy51 citations
3. Detecting dementia from speech and transcripts using transformers ↗Loukas Ilias, Dimitris Askounis, John E. Psarras48 citations
4. A comparison of data augmentation methods in voice pathology detection ↗Farhad Javanmardi, Sudarsana Reddy Kadiri, Paavo Alku41 citations
5. Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement ↗Vijay Ravi, Jinhan Wang, Jonathan Flint et al.39 citations
6. Adopting machine translation in the healthcare sector: A methodological multi-criteria review ↗Marco Salvatore Zappatore, Gilda Ruggieri34 citations
7. A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment ↗Yasunori Yamada, Kaoru Shinkawa, Miyuki Nemoto et al.31 citations
8. Contextual emotion detection using ensemble deep learning ↗Asalah Thiab, Luay M. Alawneh, Mohammad AL-Smadi30 citations
9. DAE-NER: Dual-channel attention enhancement for Chinese named entity recognition ↗Jingxin Liu, Mengzhe Sun, Wenhao Zhang et al.29 citations
10. Towards better Chinese-centric neural machine translation for low-resource languages ↗Bin Li, Yixuan Weng, Fei Xia et al.26 citations
11. A methodological approach to enable natural language interaction in an Intelligent Tutoring System ↗Pablo Arnau‐González, Miguel Arevalillo‐Herráez, Romina Soledad Albornoz-De Luise et al.25 citations
12. Integrating frame-level boundary detection and deepfake detection for locating manipulated regions in partially spoofed audio forgery attacks ↗Zexin Cai, Ming Li25 citations
13. A comprehensive solution to retrieval-based chatbot construction ↗Kristen Moore, Shenjun Zhong, Zhen He et al.24 citations
14. Automatic classification of the severity level of Parkinson’s disease: A comparison of speaking tasks, features, and classifiers ↗Manila Kodali, Sudarsana Reddy Kadiri, Paavo Alku24 citations
15. The limits of the Mean Opinion Score for speech synthesis evaluation ↗Sébastien Le Maguer, Simon King, Naomi Harte23 citations
16. Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion ↗Souvik Sinha, Spandan Dey, Goutam Saha21 citations
17. Social media popularity prediction with multimodal hierarchical fusion model ↗Jing Wang, Shuo Yang, Hui Zhao et al.21 citations
18. Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN ↗C. Karthikeyan, T. Rajesh Kumar, D. Vijendra Babu et al.20 citations
19. English–Assamese neural machine translation using prior alignment and pre-trained language model ↗Sahinur Rahman Laskar, Bishwaraj Paul, Pankaj Dadure et al.19 citations
20. A three-stage neural model for Arabic Dialect Identification ↗Mohammed Abdelmajeed, Jiangbin Zheng, Murtadha Ahmed18 citations
21. An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings ↗Luca Serafini, Samuele Cornell, Giovanni Morrone et al.18 citations
22. A knowledge-augmented heterogeneous graph convolutional network for aspect-level multimodal sentiment analysis ↗Yujie Wan, Yuzhong Chen, Jiali Lin et al.17 citations
23. Cross-corpora spoken language identification with domain diversification and generalization ↗Spandan Dey, Md Sahidullah, Goutam Saha17 citations
24. Document-level relation extraction with entity mentions deep attention ↗Yangsheng Xu, Jiaxin Tian, Mingwei Tang et al.17 citations
25. Complementary regional energy features for spoofed speech detection ↗Gökay Dişken16 citations
26. PQuAD: A Persian question answering dataset ↗Kasra Darvishi, Newsha Shahbodaghkhan, Zahra Abbasiantaeb et al.16 citations
27. Effects of cross-cultural language differences on social cognition during human-agent interaction in cooperative game environments ↗Casey C. Bennett, Young-Ho Bae, Jun Hyung Yoon et al.15 citations
28. Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems ↗Zelin Chen, Lvmin Liu, Yujie Wan et al.15 citations
29. A local dynamic feature selection fusion method for voice diagnosis of Parkinson's disease ↗Zaifa Xue, Huibin Lu, Tao Zhang et al.14 citations
30. Classification of stuttering – The ComParE challenge and beyond ↗Sebastian Peter Bayerl, Maurice Gerczuk, Anton M. Batliner et al.14 citations
31. GTSO: Gradient tangent search optimization enabled voice transformer with speech intelligibility for aphasia ↗R Ranjith, A. Chandrasekar14 citations
32. Morse wavelet transform-based features for voice liveness detection ↗Priyanka Gupta, Hemant A. Patil14 citations
33. What do end-to-end speech models learn about speaker, language and channel information? A layer-wise and neuron-level analysis ↗Shammur Absar Chowdhury, Nadir Durrani, Ahmed M. Abdelatty Ali14 citations
34. Investigation of self-supervised pre-trained models for classification of voice quality from speech and neck surface accelerometer signals ↗Sudarsana Reddy Kadiri, Farhad Javanmardi, Paavo Alku12 citations
35. Learning to extract from multiple perspectives for neural keyphrase extraction ↗Mingyang Song, Lin Xiao, Liping Jing12 citations
36. Evaluating factual accuracy in complex data-to-text ↗Craig Thomson, Ehud Reiter, Barkavi Sundararajan11 citations
37. An effective approach for identifying keywords as high-quality filters to get emergency-implicated Twitter Spanish data ↗Joel Garcia-Arteaga, Jesús Zambrano-Zambrano, Jorge Antonio Párraga Álava et al.10 citations
38. Dual Knowledge Distillation for neural machine translation ↗Yuxian Wan, Wenlin Zhang, Zhen Li et al.10 citations
39. Speaking to remember: Model-based adaptive vocabulary learning using automatic speech recognition ↗Thomas Wilschut, Florian Sense, Hedderik van Rijn10 citations
40. Test-retest reliability of acoustic and linguistic measures of speech tasks ↗Feifan Feng, Zhenglin Zhang, Lijuan Tang et al.10 citations
41. Refining a deep learning-based formant tracker using linear prediction methods ↗Paavo Alku, Sudarsana Reddy Kadiri, Dhananjaya Gowda9 citations
42. A novel channel estimate for noise robust speech recognition ↗Geoffroy Vanderreydt, Kris Demuynck8 citations
43. COMPASS: A creative support system that alerts novelists to the unnoticed missing contents ↗Yusuke Mori, Hiroaki Yamane, Ryohei Shimizu et al.8 citations
44. Meta adversarial learning improves low-resource speech recognition ↗Yaqi Chen, Xukui Yang, Hao Zhang et al.8 citations
45. A semi-supervised high-quality pseudo labels algorithm based on multi-constraint optimization for speech deception detection ↗Huawei Tao, Hang Yu, Man Liu et al.7 citations
46. ABC-Fusion: Adapter-based BERT-level confusion set fusion approach for Chinese spelling correction ↗Jiaying Xie, Kai Dang, Jie Liu et al.7 citations
47. Bayesian active summarization ↗Alexios Gidiotis, Grigorios Tsoumakas7 citations
48. Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech ↗Lara Gauder, Leonardo Pepino, Pablo Riera et al.7 citations
49. A high-performance speech BioHashing retrieval algorithm based on audio segmentation ↗Yibo Huang, De-huai Chen, Bo-Run Hua et al.6 citations
50. Improving in-text citation reason extraction and classification using supervised machine learning techniques ↗Imran Ihsan, Hameedur Rahman, Asadullah Shaikh et al.6 citations
51. Multi-task learning neural framework for categorizing sexism ↗Harika Abburi, Pulkit Parikh, Niyati Chhaya et al.6 citations
52. SecNLP: An NLP classification model watermarking framework based on multi-task learning ↗Long Dai, Jiarong Mao, Liaoran Xu et al.6 citations
53. Rep-MCA-former: An efficient multi-scale convolution attention encoder for text-independent speaker verification ↗Xiaohu Liu, Defu Chen, Xianbao Wang et al.5 citations
54. SFA: Searching faster architectures for end-to-end automatic speech recognition models ↗Yukun Liu, Li Ta, Pengyuan Zhang et al.5 citations
55. A ChannelWise weighting technique of slice-based Temporal Convolutional Network for noisy speech enhancement ↗Wei‐Tyng Hong, Kuldeep Singh Rana4 citations
56. A generalized decoding method for neural text generation ↗Ning Gong, Nianmin Yao4 citations
57. A lightweight approach based on prompt for few-shot relation extraction ↗Ying Zhang, Wencheng Huang, Depeng Dang4 citations
58. Building a text retrieval system for the Sanskrit language: Exploring indexing, stemming, and searching issues ↗Siba Sankar Sahu, Sukomal Pal4 citations
59. Deep learning-based speaker-adaptive postfiltering with limited adaptation data for embedded text-to-speech synthesis systems ↗Eray Eren, Cenk Demiroğlu4 citations
60. Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions ↗Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna4 citations
61. Improving named entity correctness of abstractive summarization by generative negative sampling ↗Zheng Chen, Hongyu Lin4 citations
62. Optimized Binaural Enhancement via attention masking network-based speech separation framework in digital hearing aids ↗A. Joseph Sathiadhas Esra, Y. Sukhi4 citations
63. Predicting children’s perceived reading proficiency with prosody modeling ↗Kamini Sabu, Preeti Rao4 citations
64. RepSum: A general abstractive summarization framework with dynamic word embedding representation correction ↗Jianzhou Feng, Jing Long, Chunlong Han et al.4 citations
65. Training RNN language models on uncertain ASR hypotheses in limited data scenarios ↗Imran Sheikh, Emmanuel Vincent A, Irina Illina4 citations
66. Enhanced local knowledge with proximity values and syntax-clusters for aspect-level sentiment analysis ↗Pengfei Chen, Biqing Zeng, Yuwu Lu et al.3 citations
67. Influence of context on users’ views about explanations for decision-tree predictions ↗Sameen Maruf, Ingrid Zukerman A, Ehud Reiter et al.3 citations
68. M-Sim: Multi-level Semantic Inference Model for Chinese short answer scoring in low-resource scenarios ↗Peichao Lai, Feiyang Ye, Yang-Geng Fu et al.3 citations
69. The use of Active Learning systems for stimulus selection and response modelling in perception experiments ↗Marieke Einfeldt, Rita Sevastjanova, Katharina Zahner-Ritter et al.3 citations
70. How to make embeddings suitable for PLDA ↗Zhuo Li, Runqiu Xiao, Hangting Chen et al.2 citations
71. Loanword identification based on web resources: A case study on wikipedia ↗Chenggang Mi2 citations
72. Pronoun use in preclinical and early stages of Alzheimer's dementia ↗Dagmar Bittner, Claudia Frankenberg, Johannes Schröder2 citations
73. Representation learning strategies to model pathological speech: Effect of multiple spectral resolutions ↗Gabriel F. Miller, Juan Camilo Vásquez-Correa, Juan Rafael Orozco‐Arroyave et al.2 citations
74. Two evaluations on Ontology-style relation annotations ↗Savong Bou, Makoto Miwa, Yutaka Sasaki2 citations
75. A physical exertion inspired multi-task learning framework for detecting out-of-breath speech ↗Sibasis Sahoo, Samarendra Dandapat1 citation
76. Bispectral feature speech intelligibility assessment metric based on auditory model ↗Chen Xiaomei, Wang Xiaowei, Zhong Bo et al.1 citation
77. M 2 A: A model-agnostic and metadata-free adversarial framework for unsupervised opinion summarization ↗Yanyue Zhang, Deyu Zhou, Zhenglin Wang et al.1 citation
78. Though this be hesitant, yet there is method in ’t: Effects of disfluency patterns in neural speech synthesis for cultural heritage presentations ↗Loredana Schettino, Antonio Origlia, Francesco Cutugno1 citation
79. New research on monaural speech segregation based on quality assessment ↗Xiaoping Xie, Can Li, Dan Tian et al.

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