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Interspeech 2023: all accepted papers

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

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  1. WhisperX: Time-Accurate Speech Transcription of Long-Form Audio ↗Max Bain, Jaesung Huh, Tengda Han et al.323 citations
  2. pyannote.audio 2.1 speaker diarization pipeline: principle, benchmark, and recipe ↗Hervé Bredin157 citations
  3. CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking ↗Hui Wang, Siqi Zheng, Yafeng Chen et al.142 citations
  4. MP-SENet: A Speech Enhancement Model with Parallel Denoising of Magnitude and Phase Spectra ↗Ye-Xin Lu, Yang Ai, Zhen-Hua Ling131 citations
  5. Powerset multi-class cross entropy loss for neural speaker diarization ↗Alexis Plaquet, Hervé Bredin125 citations
  6. FunASR: A Fundamental End-to-End Speech Recognition Toolkit ↗Zhifu Gao, Zerui Li, Jiaming Wang et al.76 citations
  7. An Enhanced Res2Net with Local and Global Feature Fusion for Speaker Verification ↗Yafeng Chen, Siqi Zheng, Hui Wang et al.70 citations
  8. Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification ↗Sangmin Bae, June-Woo Kim, Won-Yang Cho et al.68 citations
  9. LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus ↗Yuma Koizumi, Heiga Zen, Shigeki Karita et al.66 citations
  10. Voice Conversion With Just Nearest Neighbors ↗Matthew Baas, Benjamin van Niekerk, Herman Kamper64 citations
  11. Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong General Audio Event Taggers ↗Yuan Gong, Sameer Khurana, Leonid Karlinsky et al.64 citations
  12. Improved DeepFake Detection Using Whisper Features ↗Piotr Kawa, Marcin Plata, Michał Czuba et al.52 citations
  13. VITS2: Improving Quality and Efficiency of Single-Stage Text-to-Speech with Adversarial Learning and Architecture Design ↗Jungil Kong, Jihoon Park, Beomjeong Kim et al.51 citations
  14. ML-SUPERB: Multilingual Speech Universal PERformance Benchmark ↗Jiatong Shi, Dan Berrebbi, William Chen et al.49 citations
  15. Adaptation of Whisper models to child speech recognition ↗Rishabh Jain, Andrei Barcovschi, Mariam Yahayah Yiwere et al.44 citations
  16. A conformer-based classifier for variable-length utterance processing in anti-spoofing ↗Eros Roselló, Alejandro Gomez-Alanis, Angel Manuel Gomez et al.41 citations
  17. High Fidelity Speech Enhancement with Band-split RNN ↗Jianwei Yu, Hangting Chen, Yi Luo et al.41 citations
  18. Prompting the Hidden Talent of Web-Scale Speech Models for Zero-Shot Task Generalization ↗Puyuan Peng, Brian Yan, Shinji Watanabe et al.40 citations
  19. Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning ↗Xuankai Chang, Brian Yan, Yuya Fujita et al.38 citations
  20. MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text Translation ↗Mohamed A. Anwar, Bowen Shi, Vedanuj Goswami et al.37 citations
  21. Diff-HierVC: Diffusion-based Hierarchical Voice Conversion with Robust Pitch Generation and Masked Prior for Zero-shot Speaker Adaptation ↗Ha-Yeong Choi, Sang-Hoon Lee, Seong–Whan Lee36 citations
  22. DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models ↗Yifan Peng, Yui Sudo, Muhammad Shakeel et al.34 citations
  23. Expresso: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis ↗Tu Anh Nguyen, Wei-Ning Hsu, Antony D’Avirro et al.33 citations
  24. Multi-Scale Temporal Transformer For Speech Emotion Recognition ↗Жипенг Ли, Xiaofen Xing, Yuanbo Fang et al.33 citations
  25. EmoMix: Emotion Mixing via Diffusion Models for Emotional Speech Synthesis ↗Haobin Tang, Xulong Zhang, Jianzong Wang et al.31 citations
  26. MMER: Multimodal Multi-task Learning for Speech Emotion Recognition ↗Sreyan Ghosh, Utkarsh Tyagi, S Ramaneswaran et al.29 citations
  27. Audio Retrieval with WavText5K and CLAP Training ↗Soham Deshmukh, Benjamin Elizalde, Huaming Wang28 citations
  28. Detection of Cross-Dataset Fake Audio Based on Prosodic and Pronunciation Features ↗Chenglong Wang, Jiangyan Yi, Jianhua Tao et al.28 citations
  29. Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEG ↗Soo-Won Kim, Young-Eun Lee, Seo‐Hyun Lee et al.28 citations
  30. GPU-accelerated Guided Source Separation for Meeting Transcription ↗Desh Raj, Daniel Povey, Sanjeev P. Khudanpur28 citations
  31. PromptStyle: Controllable Style Transfer for Text-to-Speech with Natural Language Descriptions ↗Guanghou Liu, Yongmao Zhang, Yi Lei et al.28 citations
  32. RMVPE: A Robust Model for Vocal Pitch Estimation in Polyphonic Music ↗Haojie Wei, Xueke Cao, Tangpeng Dan et al.28 citations
  33. WhiSLU: End-to-End Spoken Language Understanding with Whisper ↗Minghan Wang, Yinglu Li, Jiaxin Guo et al.28 citations
  34. BASEN: Time-Domain Brain-Assisted Speech Enhancement Network with Convolutional Cross Attention in Multi-talker Conditions ↗Jie Zhang, Qingtian Xu, Qiushi Zhu et al.27 citations
  35. N-best T5: Robust ASR Error Correction using Multiple Input Hypotheses and Constrained Decoding Space ↗Rao Ma, Mark Gales, Kate Knill et al.27 citations
  36. A Mask Free Neural Network for Monaural Speech Enhancement ↗Liang Liu, Haixin Guan, Jinlong Ma et al.26 citations
  37. Anomalous Sound Detection Using Self-Attention-Based Frequency Pattern Analysis of Machine Sounds ↗Hejing Zhang, Jian Guan, Qiaoxi Zhu et al.26 citations
  38. Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding ↗Mutian He, Philip N. Garner26 citations
  39. VISinger2: High-Fidelity End-to-End Singing Voice Synthesis Enhanced by Digital Signal Processing Synthesizer ↗Yongmao Zhang, Heyang Xue, Hanzhao Li et al.26 citations
  40. AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework for Asthma Classification Using Lung Sounds ↗Arka Roy, Udit Satija25 citations
  41. Contextualized End-to-End Speech Recognition with Contextual Phrase Prediction Network ↗Kaixun Huang, Ao Zhang, Zhanheng Yang et al.25 citations
  42. Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement ↗Bunlong Lay, Simon Welker, Julius Richter et al.25 citations
  43. CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice ↗Juan Zuluaga-Gómez, Sara Ahmed, Danielius Visockas et al.24 citations
  44. Learning A Self-Supervised Domain-Invariant Feature Representation for Generalized Audio Deepfake Detection ↗Yuankun Xie, Haonan Cheng, Yutian Wang et al.24 citations
  45. Matching Latent Encoding for Audio-Text based Keyword Spotting ↗Kumari Nishu, Minsik Cho, Devang K. Naik24 citations
  46. PhonMatchNet: Phoneme-Guided Zero-Shot Keyword Spotting for User-Defined Keywords ↗Yong-Hyeok Lee, Namhyun Cho24 citations
  47. SCP-GAN: Self-Correcting Discriminator Optimization for Training Consistency Preserving Metric GAN on Speech Enhancement Tasks ↗Vasily Zadorozhnyy, Qiang Ye, Kazuhito Koishida24 citations
  48. Target Speech Extraction with Conditional Diffusion Model ↗Naoyuki Kamo, Marc Delcroix, Tomohiro Nakatani24 citations
  49. DuTa-VC: A Duration-aware Typical-to-atypical Voice Conversion Approach with Diffusion Probabilistic Model ↗Helin Wang, Thomas Thebaud, Jesús Villalba et al.23 citations
  50. TridentSE: Guiding Speech Enhancement with 32 Global Tokens ↗Dacheng Yin, Zhiyuan Zhao, Chuanxin Tang et al.23 citations
  51. Investigating Range-Equalizing Bias in Mean Opinion Score Ratings of Synthesized Speech ↗Erica Cooper, Junichi Yamagishi22 citations
  52. Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews ↗Sergio Burdisso, Esaú Villatoro-Tello, Srikanth R. Madikeri et al.22 citations
  53. Intelligible Lip-to-Speech Synthesis with Speech Units ↗Jeongsoo Choi, Minsu Kim, Yong Man Ro21 citations
  54. SEF-Net: Speaker Embedding Free Target Speaker Extraction Network ↗Bang Zeng, Suo Hongbin, Yulong Wan et al.21 citations
  55. Target Active Speaker Detection with Audio-visual Cues ↗Yidi Jiang, Ruijie Tao, Zexu Pan et al.21 citations
  56. The Androids Corpus: A New Publicly Available Benchmark for Speech Based Depression Detection ↗Fuxiang Tao, Anna Aurelia Esposito, Alessandro Vinciarelli21 citations
  57. Whisper Encoder features for Infant Cry Classification ↗Monil Charola, Aastha Kachhi, Hemant A. Patil21 citations
  58. Adapting a ConvNeXt Model to Audio Classification on AudioSet ↗Thomas Pellegrini, Ismail Khalfaoui-Hassani, Étienne Labbé et al.20 citations
  59. Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute ↗William Chen, Xuankai Chang, Yifan Peng et al.20 citations
  60. Two-stage Finetuning of Wav2vec 2.0 for Speech Emotion Recognition with ASR and Gender Pretraining ↗Yuan Gao, Chenhui Chu, Tatsuya Kawahara20 citations
  61. UnitSpeech: Speaker-adaptive Speech Synthesis with Untranscribed Data ↗Heeseung Kim, Sung‐Won Kim, Jiheum Yeom et al.20 citations
  62. Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation ↗Guy Yariv, Itai Gat, Lior Wolf et al.19 citations
  63. Learning Local to Global Feature Aggregation for Speech Emotion Recognition ↗Cheng Lu, Hailun Lian, Wenming Zheng et al.19 citations
  64. MC-SpEx: Towards Effective Speaker Extraction with Multi-Scale Interfusion and Conditional Speaker Modulation ↗Jun Chen, Wei Rao, Zilin Wang et al.19 citations
  65. Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? ↗Salah Zaiem, Youcef Kemiche, Titouan Parcollet et al.19 citations
  66. Attention-based Encoder-Decoder Network for End-to-End Neural Speaker Diarization with Target Speaker Attractor ↗Zhengyang Chen, Bing Han, Shuai Wang et al.18 citations
  67. Defense Against Adversarial Attacks on Audio DeepFake Detection ↗Piotr Kawa, Marcin Plata, Piotr Syga18 citations
  68. Federated Learning for Secure Development of AI Models for Parkinson’s Disease Detection Using Speech from Different Languages ↗Soroosh Tayebi Arasteh, Cristian David Ríos-Urrego, Elmar Nöth et al.18 citations
  69. Non-uniform Speaker Disentanglement For Depression Detection From Raw Speech Signals ↗Jinhan Wang, Vijay Ravi, Abeer A. Alwan18 citations
  70. Adapting Language-Audio Models as Few-Shot Audio Learners ↗Jinhua Liang, Xubo Liu, Haohe Liu et al.17 citations
  71. Branch-ECAPA-TDNN: A Parallel Branch Architecture to Capture Local and Global Features for Speaker Verification ↗Jiadi Yao, Chengdong Liang, Zhendong Peng et al.17 citations
  72. FTA-net: A Frequency and Time Attention Network for Speech Depression Detection ↗Qifei Li, Dong Wang, Yiming Ren et al.17 citations
  73. Language-Routing Mixture of Experts for Multilingual and Code-Switching Speech Recognition ↗Wenxuan Wang, Guodong Ma, Yuke Li et al.17 citations
  74. Mixture-of-Expert Conformer for Streaming Multilingual ASR ↗Ke Hu, Bo Li, Tara N. Sainath et al.17 citations
  75. Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering ↗Heng-Jui Chang, Alexander H. Liu, James Glass17 citations
  76. The 2022 NIST Language Recognition Evaluation ↗Yooyoung Lee, Craig S. Greenberg, Eliot Godard et al.17 citations
  77. An Automatic Multimodal Approach to Analyze Linguistic and Acoustic Cues on Parkinson's Disease Patients ↗Daniel Escobar-Grisales, Tomás Arias‐Vergara, Cristian David Ríos-Urrego et al.16 citations
  78. Complex-valued neural networks for voice anti-spoofing ↗Nicolas M. Müller, Philip Sperl, Konstantin Böttinger16 citations
  79. TO-Rawnet: Improving RawNet with TCN and Orthogonal Regularization for Fake Audio Detection ↗Chenglong Wang, Jiangyan Yi, Jianhua Tao et al.16 citations
  80. Vistaar: Diverse Benchmarks and Training Sets for Indian Language ASR ↗Kaushal Santosh Bhogale, Sai Sundaresan, Abhigyan Raman et al.16 citations
  81. Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention ↗Xubo Liu, Qiushi Huang, Xinhao Mei et al.16 citations
  82. ZeroPrompt: Streaming Acoustic Encoders are Zero-Shot Masked LMs ↗Xingchen Song, Di Wu, Binbin Zhang et al.16 citations
  83. mdctGAN: Taming transformer-based GAN for speech super-resolution with Modified DCT spectra ↗Chenhao Shuai, Chaohua Shi, Lu Gan et al.16 citations
  84. A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models ↗Pin-Jui Ku, Chao-Han Huck Yang, Sabato Marco Siniscalchi et al.15 citations
  85. A Novel Self-training Approach for Low-resource Speech Recognition ↗Satwinder Singh, Feng Hou, Ruili Wang15 citations
  86. ASR and Emotional Speech: A Word-Level Investigation of the Mutual Impact of Speech and Emotion Recognition ↗Yuanchao Li, Zeyu Zhao, Ondřej Klejch et al.15 citations
  87. Dual Memory Fusion for Multimodal Speech Emotion Recognition ↗Darshana Prisayad, Tharindu Fernando, Sridha Sridharan et al.15 citations
  88. FN-SSL: Full-Band and Narrow-Band Fusion for Sound Source Localization ↗Yabo Wang, Bing Yang, Xiaofei Li15 citations
  89. Multi-Scale Attention for Audio Question Answering ↗Guangyao Li, Yixin Xu, Di Hu15 citations
  90. PLCMOS – A Data-driven Non-intrusive Metric for The Evaluation of Packet Loss Concealment Algorithms ↗Lorenz Diener, Marju Purin, Sten Sootla et al.15 citations
  91. Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family Audio ↗Jialu Li, Mark Hasegawa‐Johnson, Nancy L. McElwain15 citations
  92. ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversion ↗Edresson Casanova, Christopher Shulby, Alexander Korolev et al.14 citations
  93. LanSER: Language-Model Supported Speech Emotion Recognition ↗Taesik Gong, Josh Belanich, Krishna Somandepalli et al.14 citations
  94. Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systems ↗Michele Panariello, Wanying Ge, Hemlata Tak et al.14 citations
  95. Probing Self-supervised Speech Models for Phonetic and Phonemic Information: A Case Study in Aspiration ↗Kinan Martin, Jon Gauthier, Canaan Breiss et al.14 citations
  96. Svarah: Evaluating English ASR Systems on Indian Accents ↗Tahir Javed, Sakshi Joshi, Vignesh Nagarajan et al.14 citations
  97. There is more than one kind of robustness: Fooling Whisper with adversarial examples ↗Raphael Olivier, Bhiksha Raj14 citations
  98. Use of Speech Impairment Severity for Dysarthric Speech Recognition ↗Mengzhe Geng, Zengrui Jin, Tianzi Wang et al.14 citations
  99. ZET-Speech: Zero-shot adaptive Emotion-controllable Text-to-Speech Synthesis with Diffusion and Style-based Models ↗Minki Kang, Wooseok Han, Sung Ju Hwang et al.14 citations
  100. A New Benchmark of Aphasia Speech Recognition and Detection Based on E-Branchformer and Multi-task Learning ↗Jiyang Tang, William Chen, Xuankai Chang et al.13 citations

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