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Interspeech 2024: all accepted papers

1,026 papers · page 2 of 11 · the most cited first · ← Interspeech 2024

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  1. MM-NodeFormer: Node Transformer Multimodal Fusion for Emotion Recognition in Conversation ↗Zilong Huang, Man‐Wai Mak, Kong Aik Lee10 citations
  2. Self-Supervised Embeddings for Detecting Individual Symptoms of Depression ↗Sri Harsha Dumpala, Katerina Dikaios, Abraham Nunes et al.10 citations
  3. SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding ↗Titouan Parcollet, Rogier van Dalen, Shucong Zhang et al.10 citations
  4. The Interspeech 2024 TAUKADIAL Challenge: Multilingual Mild Cognitive Impairment Detection with Multimodal Approach ↗Benjamin Barrera-Altuna, Daeun Lee, Zaima Zarnaz et al.10 citations
  5. What Does it Take to Generalize SER Model Across Datasets? A Comprehensive Benchmark ↗Adham Ibrahim, Shady Shehata, Ajinkya Kulkarni et al.10 citations
  6. A Framework for Phoneme-Level Pronunciation Assessment Using CTC ↗Xinwei Cao, Zijian Fan, Torbjørn Karl Svendsen et al.9 citations
  7. A Transformer-Based Voice Activity Detector ↗Biswajit Karan, Joshua Miles Jansen van Vüren, Febe de Wet et al.9 citations
  8. An End-to-End Speech Summarization Using Large Language Model ↗Hengchao Shang, Zongyao Li, Jiaxin Guo et al.9 citations
  9. CDSD: Chinese Dysarthria Speech Database ↗Yan Wan, Mengyi Sun, Xinchen Kang et al.9 citations
  10. Decoder-only Architecture for Streaming End-to-end Speech Recognition ↗Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi et al.9 citations
  11. EFFUSE: Efficient Self-Supervised Feature Fusion for E2E ASR in Low Resource and Multilingual Scenarios ↗Tejes Srivastava, Jiatong Shi, William C. Chen et al.9 citations
  12. Enhancing Modal Fusion by Alignment and Label Matching for Multimodal Emotion Recognition ↗Qifei Li, Yingming Gao, Yuhua Wen et al.9 citations
  13. Enhancing Multimodal Emotion Recognition through ASR Error Compensation and LLM Fine-Tuning ↗Jehyun Kyung, Serin Heo, Joon‐Hyuk Chang9 citations
  14. How Should We Extract Discrete Audio Tokens from Self-Supervised Models? ↗Pooneh Mousavi, Jarod Duret, Salah Zaiem et al.9 citations
  15. Performant ASR Models for Medical Entities in Accented Speech ↗Tejumade Afonja, Tobi Olatunji, Sewade Ogun et al.9 citations
  16. Singing Voice Data Scaling-up: An Introduction to ACE-Opencpop and ACE-KiSing ↗Jiatong Shi, Yueqian Lin, Xinyi Bai et al.9 citations
  17. Specializing Self-Supervised Speech Representations for Speaker Segmentation ↗Séverin Baroudi, Thomas Pellegrini, Hervé Bredin9 citations
  18. Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond ↗Beomseok Lee, Ioan Calapodescu, Marco Gaido et al.9 citations
  19. Study Selectively: An Adaptive Knowledge Distillation based on a Voting Network for Heart Sound Classification ↗Xihang Qiu, Lixian Zhu, Zikai Song et al.9 citations
  20. Text-aware Speech Separation for Multi-talker Keyword Spotting ↗Haoyu Li, Baochen Yang, Yu Xi et al.9 citations
  21. Towards measuring fairness in speech recognition: Fair-Speech dataset ↗Irina-Elena Veliche, Zhuangqun Huang, Vineeth Ayyat Kochaniyan et al.9 citations
  22. Understanding Sounds, Missing the Questions: The Challenge of Object Hallucination in Large Audio-Language Models ↗Chun-Yi Kuan, Wei-Ping Huang, Hung-yi Lee9 citations
  23. Unsupervised Domain Adaptation for Speech Emotion Recognition using K-Nearest Neighbors Voice Conversion ↗Pravin Mote, Berrak Şişman, Carlos Busso9 citations
  24. Weighted Cross-entropy for Low-Resource Languages in Multilingual Speech Recognition ↗Andrés Piñeiro-Martín, Carmén García Mateo, Laura Docío-Fernández et al.9 citations
  25. When Whisper Listens to Aphasia: Advancing Robust Post-Stroke Speech Recognition ↗Giulia Sanguedolce, Sophie Brook, Dragos C. Gruia et al.9 citations
  26. YOLO-Stutter: End-to-end Region-Wise Speech Dysfluency Detection ↗Xuanru Zhou, Anshul Kashyap, Steve Li et al.9 citations
  27. A Cross-Attention Layer coupled with Multimodal Fusion Methods for Recognizing Depression from Spontaneous Speech ↗Loukas Ilias, Dimitris Askounis8 citations
  28. A New Approach to Voice Authenticity ↗Nicolas M. Müller, Piotr Kawa, Shen Jian Hu et al.8 citations
  29. Can Large Language Models Understand Spatial Audio? ↗Changli Tang, Wenyi Yu, Guangzhi Sun et al.8 citations
  30. Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features? ↗Zakaria Aldeneh, Takuya Higuchi, Jee-weon Jung et al.8 citations
  31. Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations ↗Kunal Dhawan, Nithin Rao Koluguri, Ante Jukić et al.8 citations
  32. Enhancing Dysarthric Speech Recognition for Unseen Speakers via Prototype-Based Adaptation ↗Shiyao Wang, Shiwan Zhao, Jiaming Zhou et al.8 citations
  33. FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses ↗Zhongweiyang Xu, Ali Aroudi, Ke Tan et al.8 citations
  34. Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection ↗Xiaopeng Wang, Ruibo Fu, Zhengqi Wen et al.8 citations
  35. Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment ↗Paarth Neekhara, Shehzeen Hussain, Subhankar Ghosh et al.8 citations
  36. Interpretable Temporal Class Activation Representation for Audio Spoofing Detection ↗Menglu Li, Xiao-Ping Steven Zhang8 citations
  37. Leveraging Universal Speech Representations for Detecting and Assessing the Severity of Mild Cognitive Impairment Across Languages ↗Anna Favaro, Tianyu Cao, Najim Dehak et al.8 citations
  38. MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition ↗Haiyang Sun, Fulin Zhang, Yingying Gao et al.8 citations
  39. MULTI-CONVFORMER: Extending Conformer with Multiple Convolution Kernels ↗Darshan Prabhu, Yifan Peng, Preethi Jyothi et al.8 citations
  40. Multimodal Fusion of Music Theory-Inspired and Self-Supervised Representations for Improved Emotion Recognition ↗Xiaohan Shi, Xingfeng Li, Tomoki Toda8 citations
  41. Neural Codec-based Adversarial Sample Detection for Speaker Verification ↗Xuanjun Chen, Jiawei Du, Haibin Wu et al.8 citations
  42. Pre-training Feature Guided Diffusion Model for Speech Enhancement ↗Yiyuan Yang, Niki Trigoni, Andrew Markham8 citations
  43. Probing the Feasibility of Multilingual Speaker Anonymization ↗Sarina Meyer, Florian Lux, Ngoc Thang Vu8 citations
  44. SC-MoE: Switch Conformer Mixture of Experts for Unified Streaming and Non-streaming Code-Switching ASR ↗S. H. Ye, Shengnan Chen, Xinhui Hu et al.8 citations
  45. Sound Event Bounding Boxes ↗Janek Ebbers, François G. Germain, Gordon Wichern et al.8 citations
  46. SpeakerBeam-SS: Real-time Target Speaker Extraction with Lightweight Conv-TasNet and State Space Modeling ↗Hiroshi Sato, Takafumi Moriya, Masato Mimura et al.8 citations
  47. Spontaneous Style Text-to-Speech Synthesis with Controllable Spontaneous Behaviors Based on Language Models ↗Weiqin Li, Peiji Yang, Yicheng Zhong et al.8 citations
  48. Towards Realistic Emotional Voice Conversion using Controllable Emotional Intensity ↗Tianhua Qi, Shiyan Wang, Cheng Lu et al.8 citations
  49. Translingual Language Markers for Cognitive Assessment from Spontaneous Speech ↗Bao Hoang, Yijiang Pang, Hiroko Hayama Dodge et al.8 citations
  50. Whister: Using Whisper’s representations for Stuttering detection ↗Vrushank Changawala, Frank Rudzicz8 citations
  51. Zero-Shot Fake Video Detection by Audio-Visual Consistency ↗Xiaolou Li, Zehua Liu, Chen Chen et al.8 citations
  52. A Layer-Anchoring Strategy for Enhancing Cross-Lingual Speech Emotion Recognition ↗Shreya G. Upadhyay, Carlos Busso, Chi-Chun Lee7 citations
  53. A layer-wise analysis of Mandarin and English suprasegmentals in SSL speech models ↗Anton de la Fuente, Dan Jurafsky7 citations
  54. Are Paralinguistic Representations all that is needed for Speech Emotion Recognition? ↗Orchid Chetia Phukan, Gautam Siddharth Kashyap, Arun Balaji Buduru et al.7 citations
  55. Collaborative Contrastive Learning for Hypothesis Domain Adaptation ↗Jen‐Tzung Chien, I-Ping Yeh, Man‐Wai Mak7 citations
  56. Combining Acoustic Feature Sets for Detecting Mild Cognitive Impairment in the Interspeech'24 TAUKADIAL Challenge ↗Gábor Gosztolya, László Tóth7 citations
  57. ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation ↗Yatong Bai, Trung Dang, Dung Tran et al.7 citations
  58. Cross-Modality Diffusion Modeling and Sampling for Speech Recognition ↗Chia-Kai Yeh, Chih‐Chun Chen, Ching‐Hsien Hsu et al.7 citations
  59. DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding ↗Suwon Shon, Kwangyoun Kim, Yi-Te Hsu et al.7 citations
  60. DropFormer: A Dynamic Noise-Dropping Transformer for Speech Emotion Recognition ↗Jialong Mai, Xiaofen Xing, Weidong Chen et al.7 citations
  61. ElasticAST: An Audio Spectrogram Transformer for All Length and Resolutions ↗Jiu Feng, Mehmet Hamza Erol, Joon Son Chung et al.7 citations
  62. GLOBE: A High-quality English Corpus with Global Accents for Zero-shot Speaker Adaptive Text-to-Speech ↗Wenbin Wang, Yang Song, Sanjay Kumar Jha7 citations
  63. Generalized Fake Audio Detection via Deep Stable Learning ↗Zhiyong Wang, Ruibo Fu, Zhengqi Wen et al.7 citations
  64. LiveSpeech: Low-Latency Zero-shot Text-to-Speech via Autoregressive Modeling of Audio Discrete Codes ↗Trung Dang, David Aponte, Dung Kim Tran et al.7 citations
  65. Low-Complexity Acoustic Scene Classification Using Parallel Attention-Convolution Network ↗Yanxiong Li, Jiaxin Tan, Guoqing Chen et al.7 citations
  66. MMM: Multi-Layer Multi-Residual Multi-Stream Discrete Speech Representation from Self-supervised Learning Model ↗Jiatong Shi, Xutai Ma, Hirofumi Inaguma et al.7 citations
  67. Neural Blind Source Separation and Diarization for Distant Speech Recognition ↗Yoshiaki Bando, Tomohiko Nakamura, Shinji Watanabe7 citations
  68. Noise-robust Speech Separation with Fast Generative Correction ↗Helin Wang, Jesús Villalba, Laureano Moro-Velázquez et al.7 citations
  69. Orthogonality and isotropy of speaker and phonetic information in self-supervised speech representations ↗Mukhtar Mohamed, Oli Danyi Liu, Hao Tang et al.7 citations
  70. PARIS: Pseudo-AutoRegressIve Siamese Training for Online Speech Separation ↗Zexu Pan, Gordon Wichern, François G. Germain et al.7 citations
  71. Pre-trained Feature Fusion and Matching for Mild Cognitive Impairment Detection ↗Junwen Duan, Fangyuan Wei, Hongdong Li et al.7 citations
  72. Retrieval Augmented Generation in Prompt-based Text-to-Speech Synthesis with Context-Aware Contrastive Language-Audio Pretraining ↗Jinlong Xue, Yayue Deng, Yingming Gao et al.7 citations
  73. SALSA: Speedy ASR-LLM Synchronous Aggregation ↗Ashish Mittal, Darshan Prabhu, Sunita Sarawagi et al.7 citations
  74. SAMSEMO: New dataset for multilingual and multimodal emotion recognition ↗Paweł Bujnowski, Bartlomiej Kuzma, Bartłomiej Paziewski et al.7 citations
  75. Simul-Whisper: Attention-Guided Streaming Whisper with Truncation Detection ↗Haoyu Wang, Guoqiang Hu, Lin Guodong et al.7 citations
  76. SparseWAV: Fast and Accurate One-Shot Unstructured Pruning for Large Speech Foundation Models ↗Tianteng Gu, Bei Liu, Hang Shao et al.7 citations
  77. Speaker Conditional Sinc-Extractor for Personal VAD ↗En-Lun Yu, Kuan-Hsun Ho, Jeih-weih Hung et al.7 citations
  78. Spontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models ↗Ziyun Cui, Chang Lei, Wen‐Chi Wu et al.7 citations
  79. Spoofing Speech Detection by Modeling Local Spectro-Temporal and Long-term Dependency ↗Haochen Wu, Wu Guo, Zhentao Zhang et al.7 citations
  80. The Second DISPLACE Challenge: DIarization of SPeaker and LAnguage in Conversational Environments ↗Shareef Babu Kalluri, Prachi Singh, Pratik Roy Chowdhuri et al.7 citations
  81. To what extent can ASV systems naturally defend against spoofing attacks? ↗Jee-weon Jung, Xin Wang, Nicholas Evans et al.7 citations
  82. Toward Fully-End-to-End Listened Speech Decoding from EEG Signals ↗Jihwan Lee, Aditya Kommineni, Tiantian Feng et al.7 citations
  83. Towards Audio Codec-based Speech Separation ↗Jia Qi Yip, Shengkui Zhao, Dianwen Ng et al.7 citations
  84. Towards Improving NAM-to-Speech Synthesis Intelligibility using Self-Supervised Speech Models ↗Neil Shah, Shirish Subhash Karande, Vineet Gandhi7 citations
  85. Using Large Language Model for End-to-End Chinese ASR and NER ↗Yuang Li, Jiawei Yu, Min Zhang et al.7 citations
  86. A Comparative Analysis of Bilingual and Trilingual Wav2Vec Models for Automatic Speech Recognition in Multilingual Oral History Archives ↗Jan Lehečka, Josef Psutka, Luboš Šmídl et al.6 citations
  87. Anonymising Elderly and Pathological Speech: Voice Conversion Using DDSP and Query-by-Example ↗Suhita Ghosh, Mélanie Jouaiti, Arnab Das et al.6 citations
  88. Anti-spoofing Ensembling Model: Dynamic Weight Allocation in Ensemble Models for Improved Voice Biometrics Security ↗Eros Roselló, Angel Manuel Gomez, Iván López‐Espejo et al.6 citations
  89. Are Recent Deep Learning-Based Speech Enhancement Methods Ready to Confront Real-World Noisy Environments? ↗Candy Olivia Mawalim, Shogo Okada, Masashi Unoki6 citations
  90. Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognition ↗Oliver Schrüfer, Manuel Milling, Felix Burkhardt et al.6 citations
  91. Auditory Attention Decoding in Four-Talker Environment with EEG ↗Yujie Yan, Xiran Xu, Haolin Zhu et al.6 citations
  92. Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio ↗Yi Lu, Yuankun Xie, Ruibo Fu et al.6 citations
  93. Comparing Discrete and Continuous Space LLMs for Speech Recognition ↗Yaoxun Xu, Shixiong Zhang, Jianwei Yu et al.6 citations
  94. DGPN: A Dual Graph Prototypical Network for Few-Shot Speech Spoofing Algorithm Recognition ↗Zirui Ge, Xinzhou Xu, Haiyan Guo et al.6 citations
  95. Efficient Integrated Features Based on Pre-trained Models for Speaker Verification ↗Yishuang Li, Wenhao Guan, Hukai Huang et al.6 citations
  96. Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models ↗Xuenan Xu, Pingyue Zhang, Ming Yan et al.6 citations
  97. Exploiting Wavelet Scattering Transform for an Unsupervised Speaker Diarization in Deep Neural Network Framework ↗Arunav Arya, Murtiza Ali, Karan Nathwani6 citations
  98. Exploring the Complementary Nature of Speech and Eye Movements for Profiling Neurological Disorders ↗Yuzhe Wang, Anna Favaro, Thomas Thebaud et al.6 citations
  99. FLY-TTS: Fast, Lightweight and High-Quality End-to-End Text-to-Speech Synthesis ↗Yinlin Guo, Yening Lv, Jinqiao Dou et al.6 citations
  100. Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy ↗Yuankun Xie, Ruibo Fu, Zhengqi Wen et al.6 citations

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