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Computer Speech & Language 2024: all accepted papers

106 papers · page 1 of 2 · the most cited first · ← Computer Speech & Language 2024

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  1. Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection ↗Julia Ohse, Bakir Hadžić, Parvez Mohammed et al.38 citations
  2. Refining the evaluation of speech synthesis: A summary of the Blizzard Challenge 2023 ↗Olivier Perrotin, Brooke Stephenson, Silvain Gerber et al.26 citations
  3. A knowledge-Aware NLP-Driven conversational model to detect deceptive contents on social media posts ↗Deepak Kumar Jain, Subramani Neelakandan, Ankit Vidyarthi et al.21 citations
  4. ChatMatch: Exploring the potential of hybrid vision–language deep learning approach for the intelligent analysis and inference of racket sports ↗Jiawen Zhang, Dongliang Han, Shuai Han et al.21 citations
  5. End-to-End Speech-to-Text Translation: A Survey ↗Nivedita Sethiya, Chandresh Kumar Maurya20 citations
  6. Next word prediction for Urdu language using deep learning models ↗Ramish Shahid, Aamir Wali, Maryam Bashir20 citations
  7. Demystifying large language models in second language development research ↗Yan Cong19 citations
  8. MPSA-DenseNet: A novel deep learning model for English accent classification ↗Tianyu Song, Linh Thi Hoai Nguyen, Tôn Việt Tạ19 citations
  9. Significance of chirp MFCC as a feature in speech and audio applications ↗S. Johanan Joysingh, Parthasarathy Vijayalakshmi, T. Nagarajan18 citations
  10. Speech emotion recognition in real static and dynamic human-robot interaction scenarios ↗Nicolás Grágeda, Carlos Busso, Eduardo Alvarado et al.18 citations
  11. Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis ↗Rajae Bensoltane, Taher Zaki17 citations
  12. Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge ↗Simon Leglaive, Matthieu Fraticelli, Hend ElGhazaly et al.17 citations
  13. Prompting large language models for user simulation in task-oriented dialogue systems ↗Atheer S. Algherairy, Moataz Ahmed17 citations
  14. Misogynistic attitude detection in YouTube comments and replies: A high-quality dataset and algorithmic models ↗Aakash Singh, Deepawali Sharma, Vivek Kumar Singh16 citations
  15. Quality achhi hai (is good), satisfied! Towards aspect based sentiment analysis in code-mixed language ↗Mamta Mamta, Asif Ekbal16 citations
  16. Generalizing Hate Speech Detection Using Multi-Task Learning: A Case Study of Political Public Figures ↗Lanqin Yuan, Marian-Andrei Rizoiu15 citations
  17. LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech ↗Titouan Parcollet, Ha Nguyen, Solene Virginie Evain et al.15 citations
  18. Spoofing countermeasure for fake speech detection using brute force features ↗Arsalan Rahman Mirza, Abdulbasit K. Al‐Talabani15 citations
  19. DSTM: A transformer-based model with dynamic-static feature fusion in speech emotion recognition ↗Guowei Jin, Yunfeng Xu, Hong Kang et al.14 citations
  20. The effect of preference elicitation methods on the user experience in conversational recommender systems ↗Liv Ziegfeld, D. Scala, Anita Cremers14 citations
  21. A systematic study of DNN based speech enhancement in reverberant and reverberant-noisy environments ↗Heming Wang, Ashutosh Pandey, DeLiang Wang13 citations
  22. MECOS: A bilingual Manipuri–English spontaneous code-switching speech corpus for automatic speech recognition ↗Naorem Karline Singh, Yambem Jina Chanu, Hoomexsun Pangsatabam13 citations
  23. A closer look at reinforcement learning-based automatic speech recognition ↗Fan Yang, Muqiao Yang, Xiang Li et al.12 citations
  24. A novel and secured email classification using deep neural network with bidirectional long short-term memory ↗A. Poobalan, K. Ganapriya, K. Kalaivani et al.11 citations
  25. Scale-aware dual-branch complex convolutional recurrent network for monaural speech enhancement ↗Yihao Li, Meng Sun, Xiongwei Zhang et al.11 citations
  26. A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages ↗Mehedi Hasan Bijoy, Nahid Hossain, Salekul Islam et al.10 citations
  27. IKDSumm: Incorporating key-phrases into BERT for extractive disaster tweet summarization ↗Piyush Kumar Garg, Roshni Chakraborty, Srishti Gupta et al.10 citations
  28. Speech self-supervised representations benchmarking: A case for larger probing heads ↗Salah Zaiem, Youcef Kemiche, Titouan Parcollet et al.10 citations
  29. Effective infant cry signal analysis and reasoning using IARO based leaky Bi-LSTM model ↗B.M. Mala, Smita Darandale9 citations
  30. CLIPMulti: Explore the performance of multimodal enhanced CLIP for zero-shot text classification ↗Peng Wang, Dagang Li, Xuesi Hu et al.8 citations
  31. Incorporating external knowledge for text matching model ↗Kexin Jiang, Guozhe Jin, Zhenguo Zhang et al.8 citations
  32. Adaptive feature extraction for entity relation extraction ↗Weizhe Yang, Yongbin Qin, Ruizhang Huang et al.7 citations
  33. A cross-attention augmented model for event-triggered context-aware story generation ↗Chen Tang, Tyler Loakman, Chenghua Lin6 citations
  34. A tag-based methodology for the detection of user repair strategies in task-oriented conversational agents ↗Francesca Alloatti, Francesca Grasso, Roger Ferrod et al.6 citations
  35. Applying machine learning to assess emotional reactions to video game content streamed on Spanish Twitch channels ↗Noemí Merayo, Rosalía Cotelo, Rocío Carratalá-Sáez et al.6 citations
  36. Improving cross-lingual low-resource speech recognition by Task-based Meta PolyLoss ↗Yaqi Chen, Hao Zhang, Xukui Yang et al.6 citations
  37. Measuring and implementing lexical alignment: A systematic literature review ↗Sumit Srivastava, Suzanna D. Wentzel, Alejandro Catalá et al.6 citations
  38. On improving conversational interfaces in educational systems ↗Yuyan Wu, Romina Soledad Albornoz-De Luise, Miguel Arevalillo‐Herráez6 citations
  39. Seq2Seq dynamic planning network for progressive text generation ↗Di Wu, Peng Cheng, Yuying Zheng6 citations
  40. Single-channel speech enhancement using colored spectrograms ↗Sania Gul, Muhammad Salman Khan, Muhammad Fazeel6 citations
  41. Speech Generation for Indigenous Language Education ↗Aidan Pine, Erica Cooper, David Guzmán et al.6 citations
  42. Theory of mind performance of large language models: A comparative analysis of Turkish and English ↗Burcu Ünlütabak, Onur Bal6 citations
  43. A computational analysis of transcribed speech of people living with dementia: The Anchise 2022 Corpus ↗Francesco Sigona, Daniele Paolo Radicioni, Bárbara Gili Fivela et al.5 citations
  44. An exploratory characterization of speech- and fine-motor coordination in verbal children with Autism spectrum disorder ↗Tanya Talkar, James R. Williamson, Sophia Yuditskaya et al.5 citations
  45. ECDG-DST: A dialogue state tracking model based on efficient context and domain guidance for smart dialogue systems ↗Meng Guo Zhu, Xiaolong Xu5 citations
  46. Joint speaker encoder and neural back-end model for fully end-to-end automatic speaker verification with multiple enrollment utterances ↗Chang Zeng, Xiaoxiao Miao, Xin Wang et al.5 citations
  47. Model discrepancy policy optimization for task-oriented dialogue ↗Zhenyou Zhou, Zhibin Liu, Zhaoan Dong et al.5 citations
  48. What’s so complex about conversational speech? A comparison of HMM-based and transformer-based ASR architectures ↗Julian Linke, Bernhard Claus Geiger, Gernot Kubin et al.5 citations
  49. Affective knowledge assisted bi-directional learning for Multi-modal Aspect-based Sentiment Analysis ↗Xuefeng Shi, Ming Yang, Min Qiang Hu et al.4 citations
  50. C-KGE: Curriculum learning-based Knowledge Graph Embedding ↗Diange Zhou, Shengwen Li, Lijun Dong et al.4 citations
  51. COfEE: A comprehensive ontology for event extraction from text ↗Ali Balali, Masoud Asadpour, Seyed Hossein Jafari4 citations
  52. Deep multi-task learning based detection of correlated mental disorders using audio modality ↗Rohan Kumar Gupta, Rohit Sinha4 citations
  53. Exploring the ability of LLMs to classify written proficiency levels ↗Susanne DeVore4 citations
  54. FE-CFNER: Feature Enhancement-based approach for Chinese Few-shot Named Entity Recognition ↗Sanhe Yang, Peichao Lai, Ruixiong Fang et al.4 citations
  55. Higher order statistics-driven magnitude and phase spectrum estimation for speech enhancement ↗T. Lavanya, Parthasarathy Vijayalakshmi, K. Mrinalini et al.4 citations
  56. Multilingual non-intrusive binaural intelligibility prediction based on phone classification ↗Jana Roßbach, Kirsten Carola Wagener, Bernd T. Meyer4 citations
  57. Optimizing pipeline task-oriented dialogue systems using post-processing networks ↗Atsumoto Ohashi, Ryuichiro Higashinaka4 citations
  58. Two in One: A multi-task framework for politeness turn identification and phrase extraction in goal-oriented conversations ↗Priyanshu Priya, Mauajama Firdaus, Asif Ekbal4 citations
  59. Yes, I am afraid of the sharks and also wild lions!: A multitask framework for enhancing dialogue generation via knowledge and emotion grounding ↗Deeksha Varshney, Asif Ekbal4 citations
  60. A flexible BERT model enabling width- and depth-dynamic inference ↗Ting Hu, Christoph Meinel, Haojin Yang3 citations
  61. A neural network approach for speech enhancement and noise-robust bandwidth extension ↗Xiang Hao, Chenglin Xu, Chen Zhang et al.3 citations
  62. Enhancing analysis of diadochokinetic speech using deep neural networks ↗Yael Segal, Kasia Hitczenko, Matthew Goldrick et al.3 citations
  63. Improving text classification via computing category correlation matrix from text graph ↗Zhen Zhang, Mengqiu Liu, Xiyuan Jia et al.3 citations
  64. Modeling correlated causal-effect structure with a hypergraph for document-level event causality identification ↗Wei Xiang, Cheng Liu, Bang Wang3 citations
  65. PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition ↗Supawat Taerungruang, Phimphaka Taninpong, Vataya Chunwijitra et al.3 citations
  66. Spectral–temporal saliency masks and modulation tensorgrams for generalizable COVID-19 detection ↗Yi Ming Zhu, Tiago Henrique Falk3 citations
  67. TTK: A toolkit for Tunisian linguistic analysis ↗Asma Mekki, Inès Zribi, Mariem Ellouze et al.3 citations
  68. A language-agnostic model of child language acquisitionLouis Mahon, Omri Abend, Uri Berger et al.2 citations · our summary
  69. A method of phonemic annotation for Chinese dialects based on a deep learning model with adaptive temporal attention and a feature disentangling structure ↗Bowen Jiang, Qianhui Dong, Guojin Liu2 citations
  70. A novel Chinese–Tibetan mixed-language rumor detector with multi-extractor representations ↗Lisu Yu, Lisu Yu, Fei Li et al.2 citations
  71. Artificial disfluency detection, uh no, disfluency generation for the masses ↗Tatiana Passali, Thanassis Mavropoulos, Grigorios Tsoumakas et al.2 citations
  72. Conversations in the wild: Data collection, automatic generation and evaluation ↗Nimra Zaheer, Agha Ali Raza, Mudassir Shabbir2 citations
  73. Corpus and unsupervised benchmark: Towards Tagalog grammatical error correction ↗Nankai Lin, Hongbin Zhang, Menglan Shen et al.2 citations
  74. Enhancing Turkish Coreference Resolution: Insights from deep learning, dropped pronouns, and multilingual transfer learning ↗Tuğba Pamay Arslan, Gülşen Eryiğit2 citations
  75. Entity and relationship extraction based on span contribution evaluation and focusing framework ↗Qibin Li, Nianmin Yao, Nai Zhou et al.2 citations
  76. Improving linear orthogonal mapping based cross-lingual representation using ridge regression and graph centrality ↗Deepen Naorem, Sanasam Ranbir Singh, Priyankoo Sarmah2 citations
  77. Knowledge-aware audio-grounded generative slot filling for limited annotated data ↗Guangzhi Sun, Chao Zhang, Ivan Vulić et al.2 citations
  78. Knowledge-enhanced meta-prompt for few-shot relation extraction ↗Jinman Cui, Fu Xu, Xinyang Wang et al.2 citations
  79. Modelling child comprehension: A case of suffixal passive construction in Korean ↗Gyu‐Ho Shin, Seongmin Mun2 citations
  80. Modified R-BERT with global semantic information for relation classification task ↗Yuhua Wang, Junying Hu, Yongli Su et al.2 citations
  81. Room impulse response reshaping-based expectation–maximization in an underdetermined reverberant environment ↗Yuan Xie, Tao Zou, Junjie Yang et al.2 citations
  82. SEBGM: Sentence Embedding Based on Generation Model with multi-task learning ↗Qian Wang, Qian Wang, Weiqi Zhang et al.2 citations
  83. Syntax-controlled paraphrases generation with VAE and multi-task learning ↗Xiyuan Jia, Zongqing Mao, Zhen Zhang et al.2 citations
  84. TR-Net: Token Relation Inspired Table Filling Network for Joint Entity and Relation Extraction ↗Yongle Kong, Zhihao Yang, Zeyuan Ding et al.2 citations
  85. Taking relations as known conditions: A tagging based method for relational triple extraction ↗Guanqing Kong, Qi Lei2 citations
  86. Tickling translations: Small but mighty open-sourced transformers bring English PUN-ny entities to life in French! ↗Farhan Dhanani, Muhammad Rafi, Muhammad Atif Tahir2 citations
  87. Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning ↗Shang Aiguo, Xinjuan Zhu, Michael Danner et al.2 citations
  88. You Are What You Write: Author re-identification privacy attacks in the era of pre-trained language models ↗Richard Plant, Valerio Giuffrida, Dimitra Gkatzia2 citations
  89. A hybrid approach to Natural Language Inference for the SICK dataset ↗Rodrigo Souza, Marcos Lopes1 citation
  90. A novel joint extraction model based on cross-attention mechanism and global pointer using context shield window ↗Zhengwei Zhai, Rongli Fan, Jie Huang et al.1 citation
  91. A potential relation trigger method for entity-relation quintuple extraction in text with excessive entities ↗Xiaojun Xia, Yujiang Liu, Lijun Fu1 citation
  92. Chinese Named Entity Recognition based on adaptive lexical weights ↗Yaping Xu, Mengtao Ying, Kunyu Fang et al.1 citation
  93. Combining replay and LoRA for continual learning in natural language understanding ↗Zeinab Borhanifard, Heshaam Faili, Yadollah Yaghoobzadeh1 citation
  94. Copiously Quote Classics: Improving Chinese Poetry Generation with historical allusion knowledge ↗Zhonghe Han, Jintao Liu, Yuanben Zhang et al.1 citation
  95. EMGVox-GAN: A transformative approach to EMG-based speech synthesis, enhancing clarity, and efficiency via extensive dataset utilization ↗Sara Sualiheen, Deok‐Hwan Kim1 citation
  96. Introduction: Explainability, AI literacy, and language development ↗Gyu-Ho Shin, Natalie Parde1 citation
  97. KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System ↗Hongru Wang, Wai-Chung Kwan, Min Li et al.1 citation
  98. SPNet: A Serial and Parallel Convolutional Neural Network algorithm for the cross-language coreference resolution ↗Zixi Jia, Tianli Zhao, Jingyu Ru et al.1 citation
  99. TadaStride: Using time adaptive strides in audio data for effective downsampling ↗Yoonhyung Lee, Kyomin Jung1 citation
  100. Translating scientific abstracts in the bio-medical domain with structure-aware models ↗Sadaf Abdul Rauf, François Yvon1 citation

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