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Interspeech 2023: all accepted papers

1,097 papers · page 2 of 11 · the most cited first · ← Interspeech 2023

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  1. A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech ModelSrijith Radhakrishnan, Chao-Han Huck Yang, Sumeer Ahmad Khan et al.13 citations · our summary
  2. Alzheimer Disease Classification through ASR-based Transcriptions: Exploring the Impact of Punctuation and Pauses ↗Lucía Gómez-Zaragozá, Simone Wills, Cristian Tejedor-Garcı́a et al.13 citations
  3. Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Model ↗Héctor Martel, Julius Richter, Kai Li et al.13 citations
  4. Can Contextual Biasing Remain Effective with Whisper and GPT-2? ↗Guangzhi Sun, Xianrui Zheng, Chao Zhang et al.13 citations
  5. ChatGPT-EDSS: Empathetic Dialogue Speech Synthesis Trained from ChatGPT-derived Context Word Embeddings ↗Yuki Saito, Shinnosuke Takamichi, Eiji Iimori et al.13 citations
  6. Classification of Vocal Intensity Category from Speech using the Wav2vec2 and Whisper Embeddings ↗Manila Kodali, Sudarsana Reddy Kadiri, Paavo Alku13 citations
  7. Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages ↗Andrew Rouditchenko, Sameer Khurana, Samuel Thomas et al.13 citations
  8. Dual-Path Style Learning for End-to-End Noise-Robust Speech Recognition ↗Yu‐Chen Hu, Nana Hou, Chen Chen et al.13 citations
  9. NoreSpeech: Knowledge Distillation based Conditional Diffusion Model for Noise-robust Expressive TTS ↗Dongchao Yang, Songxiang Liu, Helin Wang et al.13 citations
  10. RAMP: Retrieval-Augmented MOS Prediction via Confidence-based Dynamic Weighting ↗Hui Wang, Shiwan Zhao, Xiguang Zheng et al.13 citations
  11. Rethinking the Visual Cues in Audio-Visual Speaker Extraction ↗Junjie Li, Meng Ge, Zexu Pan et al.13 citations
  12. Task-Agnostic Structured Pruning of Speech Representation Models ↗Haoyu Wang, Siyuan Wang, Wei-Qiang Zhang et al.13 citations
  13. Thai Dialect Corpus and Transfer-based Curriculum Learning Investigation for Dialect Automatic Speech Recognition ↗Artit Suwanbandit, Burin Naowarat, Orathai Sangpetch et al.13 citations
  14. XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech ↗Linh The Nguyen, Thinh H. Pham, Dat Quoc Nguyen13 citations
  15. A Joint Model for Pronunciation Assessment and Mispronunciation Detection and Diagnosis with Multi-task Learning ↗Hyungshin Ryu, Sun‐Hee Kim, Minhwa Chung12 citations
  16. A Neural State-Space Modeling Approach to Efficient Speech Separation ↗Chen Chen, Chao-Han Huck Yang, Kai Li et al.12 citations
  17. A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model ↗Mohammad Ibrahim Malik, Siddique Latif, Raja Jurdak et al.12 citations
  18. A Stutter Seldom Comes Alone – Cross-Corpus Stuttering Detection as a Multi-label Problem ↗Sebastian Peter Bayerl, Dominik Wagner, Ilja Baumann et al.12 citations
  19. Accurate and Structured Pruning for Efficient Automatic Speech Recognition ↗Huiqiang Jiang, Li Zhang, Yuang Li et al.12 citations
  20. Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion ↗Rui Liu, Jinhua Zhang, Guanglai Gao et al.12 citations
  21. Curriculum Learning for Self-supervised Speaker Verification ↗Hee-Soo Heo, Jee-weon Jung, Jingu Kang et al.12 citations
  22. Deep Speech Synthesis from MRI-Based Articulatory Representations ↗Peter Wu, Tingle Li, Yijing Lu et al.12 citations
  23. DeepVQE: Real Time Deep Voice Quality Enhancement for Joint Acoustic Echo Cancellation, Noise Suppression and Dereverberation ↗Nicolae-Cătălin Ristea, Evgenii Indenbom, Ando Saabas et al.12 citations
  24. Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement ↗Ryosuke Sawata, Naoki Murata, Yuhta Takida et al.12 citations
  25. GigaST: A 10,000-hour Pseudo Speech Translation Corpus ↗Rong Ye, Chengqi Zhao, Tom Ko et al.12 citations
  26. HABLA: A Dataset of Latin American Spanish Accents for Voice Anti-spoofing ↗Pablo Andrés Tamayo Flórez, Rubén Manrique, Bernardo Pereira Nunes12 citations
  27. Improving Speaker Verification with Self-Pretrained Transformer Models ↗Junyi Peng, Oldřich Plchot, Themos Stafylakis et al.12 citations
  28. Knowledge Transfer from Pre-trained Language Models to Cif-based Speech Recognizers via Hierarchical Distillation ↗Minglun Han, Feilong Chen, Jing Cheng Shi et al.12 citations
  29. MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets ↗Ziyang Ma, Zhisheng Zheng, Changli Tang et al.12 citations
  30. PCNN: A Lightweight Parallel Conformer Neural Network for Efficient Monaural Speech Enhancement ↗Xinmeng Xu, Weiping Tu, Yuhong Yang12 citations
  31. Small Footprint Multi-channel Network for Keyword Spotting with Centroid Based Awareness ↗Dianwen Ng, Xiao Yang, Jia Qi Yip et al.12 citations
  32. Transfer Learning for Personality Perception via Speech Emotion Recognition ↗Yuanchao Li, Peter Bell, Catherine Lai12 citations
  33. Understanding Spoken Language Development of Children with ASD Using Pre-trained Speech Embeddings ↗Anfeng Xu, Rajat Hebbar, Rimita Lahiri et al.12 citations
  34. Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition ↗Wangyou Zhang, Yanmin Qian12 citations
  35. 2-bit Conformer quantization for automatic speech recognition ↗Oleg Ju. Rybakov, Phoenix Meadowlark‎, Shaojin Ding et al.11 citations
  36. A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks ↗Yifan Peng, Kwangyoun Kim, Felix Wu et al.11 citations
  37. A Simple RNN Model for Lightweight, Low-compute and Low-latency Multichannel Speech Enhancement in the Time Domain ↗Ashutosh Pandey, Ke Tan, Buye Xu11 citations
  38. Adapting Multi-Lingual ASR Models for Handling Multiple Talkers ↗Chenda Li, Yao Qian, Zhuo Chen et al.11 citations
  39. Adaptive Contextual Biasing for Transducer Based Streaming Speech Recognition ↗Tianyi Xu, Zhanheng Yang, Kaixun Huang et al.11 citations
  40. An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec ↗Linping Xu, Jiawei Jiang, Dejun Zhang et al.11 citations
  41. BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models ↗Marvin Lavechin, Yaya Sy, Hadrien Titeux et al.11 citations
  42. ControlVC: Zero-Shot Voice Conversion with Time-Varying Controls on Pitch and Speed ↗Meiying Chen, Zhiyao Duan11 citations
  43. Developing Speech Processing Pipelines for Police Accountability ↗Anjalie Field, Prateek Verma, Nay San et al.11 citations
  44. Emotion Awareness in Multi-utterance Turn for Improving Emotion Prediction in Multi-Speaker Conversation ↗Xiaohan Shi, Xingfeng Li, Tomoki Toda11 citations
  45. Emotional Talking Head Generation based on Memory-Sharing and Attention-Augmented Networks ↗Jianrong Wang, Yaxin Zhao, Li Liu et al.11 citations
  46. End-to-End Zero-Shot Voice Conversion with Location-Variable Convolutions ↗Wonjune Kang, Mark Hasegawa‐Johnson, Deb Roy11 citations
  47. Enhance Temporal Relations in Audio Captioning with Sound Event Detection ↗Zeyu Xie, Xuenan Xu, Mengyue Wu et al.11 citations
  48. Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes ↗Wei Xie, Yanxiong Li, Qianhua He et al.11 citations
  49. Multi-resolution Approach to Identification of Spoken Languages and To Improve Overall Language Diarization System Using Whisper Model ↗Bhavik B. Vachhani, Dipesh Singh, Rustom Lawyer11 citations
  50. N-Shot Benchmarking of Whisper on Diverse Arabic Speech RecognitionBashar Talafha, Abdul Waheed, Muhammad Abdul-Mageed11 citations · our summary
  51. Range-Based Equal Error Rate for Spoof Localization ↗Lin Zhang, Xin Wang, Erica Cooper et al.11 citations
  52. Robust Audio Anti-Spoofing with Fusion-Reconstruction Learning on Multi-Order Spectrograms ↗Penghui Wen, Kun Hu, Wenxi Yue et al.11 citations
  53. Self-supervised Predictive Coding Models Encode Speaker and Phonetic Information in Orthogonal Subspaces ↗Oli Danyi Liu, Hao Tang, Sharon J. Goldwater11 citations
  54. Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model ↗Puyuan Peng, Shang-Wen Li, Okko Johannes Räsänen et al.11 citations
  55. Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator ↗Vladimir Bataev, Roman Korostik, Evgeny Shabalin et al.11 citations
  56. Time-Domain Speech Enhancement for Robust Automatic Speech Recognition ↗Yufeng Yang, Ashutosh Kumar Pandey, DeLiang Wang11 citations
  57. Whisper Features for Dysarthric Severity-Level Classification ↗Siddharth Rathod, Monil Charola, Akshat Vora et al.11 citations
  58. A Dual Attention-based Modality-Collaborative Fusion Network for Emotion Recognition ↗Xiaoheng Zhang, Yang Li10 citations
  59. A Hierarchical Context-aware Modeling Approach for Multi-aspect and Multi-granular Pronunciation Assessment ↗Fu-An Chao, Tien-Hong Lo, Tzu-I Wu et al.10 citations
  60. Adapter-Based Extension of Multi-Speaker Text-To-Speech Model for New Speakers ↗Cheng-Ping Hsieh, Subhankar Ghosh, Boris Ginsburg10 citations
  61. BA-SOT: Boundary-Aware Serialized Output Training for Multi-Talker ASR ↗Yuhao Liang, Fan Yu, Yangze Li et al.10 citations
  62. Build a SRE Challenge System: Lessons from VoxSRC 2022 and CNSRC 2022 ↗Zhengyang Chen, Bing Han, Xu Xiang et al.10 citations
  63. CFTNet: Complex-valued Frequency Transformation Network for Speech Enhancement ↗Nursadul Mamun, John H. L. Hansen10 citations
  64. ClArTTS: An Open-Source Classical Arabic Text-to-Speech CorpusAjinkya Kulkarni, Atharva Kulkarni, Sara Shatnawi et al.10 citations · our summary
  65. Classifying Dementia in the Presence of Depression: A Cross-Corpus Study ↗Franziska M. Braun, Sebastian Peter Bayerl, Paula Andrea Pérez-Toro et al.10 citations
  66. Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models. ↗Edward L. Campbell, Judith Dineley, Pauline Conde et al.10 citations
  67. CleanUNet 2: A Hybrid Speech Denoising Model on Waveform and Spectrogram ↗Zhifeng Kong, Wei Ping, Ambrish Dantrey et al.10 citations
  68. Contrastive Disentangled Learning for Memory-Augmented Transformer ↗Jen‐Tzung Chien, Shang-En Li10 citations
  69. DNN-based Parameter Estimation for MVDR Beamforming and Post-filtering ↗Minseung Kim, Sein Cheong, Jong Won Shin10 citations
  70. DSE-TTS: Dual Speaker Embedding for Cross-Lingual Text-to-Speech ↗Sen Liu, Yiwei Guo, Chenpeng Du et al.10 citations
  71. DeePMOS: Deep Posterior Mean-Opinion-Score of Speech ↗Xinyu Liang, Fredrik Cumlin, Christian Schüldt et al.10 citations
  72. Exploiting Cross-Domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition ↗Shujie Hu, Xurong Xie, Mengzhe Geng et al.10 citations
  73. Fake the Real: Backdoor Attack on Deep Speech Classification via Voice Conversion ↗Zhe Ye, Terui Mao, Li Dong et al.10 citations
  74. Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems ↗Manuele Rusci, Tinne Tuytelaars10 citations
  75. Few-shot Dysarthric Speech Recognition with Text-to-Speech Data Augmentation ↗Enno Hermann, Mathew Magimai.-Doss10 citations
  76. Focus on the Sound around You: Monaural Target Speaker Extraction via Distance and Speaker Information ↗Jiuxin Lin, Peng Wang, Heinrich Dinkel et al.10 citations
  77. MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarization ↗Yi Han Victoria Chua, Hexin Liu, Leibny Paola Garcia et al.10 citations
  78. Multi-Level Knowledge Distillation for Speech Emotion Recognition in Noisy Conditions ↗Yang Liu, Haoqin Sun, Geng Chen et al.10 citations
  79. Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data? ↗Dominik Wagner, Ilja Baumann, Franziska M. Braun et al.10 citations
  80. On the (In)Efficiency of Acoustic Feature Extractors for Self-Supervised Speech Representation Learning ↗Titouan Parcollet, Shucong Zhang, Rogier van Dalen et al.10 citations
  81. One-Step Knowledge Distillation and Fine-Tuning in Using Large Pre-Trained Self-Supervised Learning Models for Speaker Verification ↗Jungwoo Heo, Chan-yeong Lim, Ju-ho Kim et al.10 citations
  82. Online Continual Learning in Keyword Spotting for Low-Resource Devices via Pooling High-Order Temporal Statistics ↗Umberto Michieli, Pablo Peso Parada, Mete Özay10 citations
  83. Outlier-aware Inlier Modeling and Multi-scale Scoring for Anomalous Sound Detection via Multitask Learning ↗Yucong Zhang, Suo Hongbin, Yulong Wan et al.10 citations
  84. Rethinking Complex-Valued Deep Neural Networks for Monaural Speech Enhancement ↗Haibin Wu, Ke Tan, Buye Xu et al.10 citations
  85. Robust Keyword Spotting for Noisy Environments by Leveraging Speech Enhancement and Speech Presence Probability ↗Chouchang Jack Yang, Yashas Malur Saidutta, Rakshith Sharma Srinivasa et al.10 citations
  86. TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition ↗Hakan Erdoğan, Scott Wisdom, Xuankai Chang et al.10 citations
  87. Transforming the Embeddings: A Lightweight Technique for Speech Emotion Recognition Tasks ↗Orchid Chetia Phukan, Arun Balaji Buduru, Rajesh Kumar Sharma10 citations
  88. Why We Should Report the Details in Subjective Evaluation of TTS More Rigorously ↗Cheng-Han Chiang, Weiping Huang, Hung-yi Lee10 citations
  89. 4D ASR: Joint modeling of CTC, Attention, Transducer, and Mask-Predict decoders ↗Yui Sudo, Shakeel Muhammad, Brian Yan et al.9 citations
  90. ASR for Low Resource and Multilingual Noisy Code-Mixed Speech ↗Tushar Verma, Atul Shree, Ashutosh Modi9 citations
  91. Approximate Nearest Neighbour Phrase Mining for Contextual Speech Recognition ↗Maurits Bleeker, Paweł Świętojański, Stefan Braun et al.9 citations
  92. Average Token Delay: A Latency Metric for Simultaneous Translation ↗Yasumasa Kano, Katsuhito Sudoh, Satoshi Nakamura9 citations
  93. Bayesian Networks for the robust and unbiased prediction of depression and its symptoms utilizing speech and multimodal data ↗Salvatore Fara, Orlaith Hickey, Alexandra Livia Georgescu et al.9 citations
  94. Bypass Temporal Classification: Weakly Supervised Automatic Speech Recognition with Imperfect Transcripts ↗Dongji Gao, Matthew Wiesner, Hainan Xu et al.9 citations
  95. ECAPA++: Fine-grained Deep Embedding Learning for TDNN Based Speaker Verification ↗Bei Liu, Yanmin Qian9 citations
  96. Efficient Encoder-Decoder and Dual-Path Conformer for Comprehensive Feature Learning in Speech Enhancement ↗Junyu Wang9 citations
  97. EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition ↗Haiyang Sun, Zheng Lian, Bin Liu et al.9 citations
  98. FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding ↗Xuxin Cheng, Wanshi Xu, Ziyu Yao et al.9 citations
  99. Focus-attention-enhanced Crossmodal Transformer with Metric Learning for Multimodal Speech Emotion Recognition ↗Keulbit Kim, Namhyun Cho9 citations
  100. HD-DEMUCS: General Speech Restoration with Heterogeneous Decoders ↗Doyeon Kim, Soo-Whan Chung, Hye-Won Han et al.9 citations

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