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IEEE International Conference on Acoustics Speech and Signal Processing 2024: all accepted papers

2,711 papers · page 1 of 28 · the most cited first · ← IEEE International Conference on Acoustics Speech and Signal Processing 2024

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  1. Prompting Large Language Models with Speech Recognition Abilities ↗Yassir Fathullah, Chunyang Wu, Egor Lakomkin et al.108 citations
  2. Towards Building The Federatedgpt: Federated Instruction Tuning ↗Jianyi Zhang, Saeed Vahidian, Martin Kuo et al.108 citations
  3. Matcha-TTS: A Fast TTS Architecture with Conditional Flow Matching ↗Shivam Mehta, Ruibo Tu, Jonas Beskow et al.94 citations
  4. Audio Deepfake Detection With Self-Supervised Wavlm And Multi-Fusion Attentive Classifier ↗Yinlin Guo, Haofan Huang, Xi Chen et al.88 citations
  5. Diffusioninst: Diffusion Model for Instance Segmentation ↗Zhangxuan Gu, Haoxing Chen, Zhuoer Xu76 citations
  6. MusicLDM: Enhancing Novelty in text-to-music Generation Using Beat-Synchronous mixup Strategies ↗Ke Chen, Yusong Wu, Haohe Liu et al.75 citations
  7. PromptTTS++: Controlling Speaker Identity in Prompt-Based Text-To-Speech Using Natural Language Descriptions ↗Reo Shimizu, Ryuichi Yamamoto, Masaya Kawamura et al.73 citations
  8. Toward Sufficient Spatial-Frequency Interaction for Gradient-Aware Underwater Image Enhancement ↗Chen Zhao, Weiling Cai, Chenyu Dong et al.63 citations
  9. EMOCONV-Diff: Diffusion-Based Speech Emotion Conversion for Non-Parallel and in-the-Wild Data ↗Navin Raj Prabhu, Bunlong Lay, Simon Welker et al.61 citations
  10. Natural Language Supervision For General-Purpose Audio Representations ↗Benjamin Elizalde, Soham Deshmukh, Huaming Wang57 citations
  11. A Robust Audio Deepfake Detection System via Multi-View Feature ↗Yujie Yang, Haochen Qin, Hang Zhou et al.55 citations
  12. SingFake: Singing Voice Deepfake Detection ↗Yongyi Zang, You Zhang, Mojtaba Heydari et al.54 citations
  13. Pixel-Superpixel Contrastive Learning and Pseudo-Label Correction for Hyperspectral Image Clustering ↗Renxiang Guan, Zihao Li, Xianju Li et al.53 citations
  14. MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation ↗Shengkui Zhao, Yukun Ma, Chongjia Ni et al.52 citations
  15. Enabling Secure Wireless Communications via Movable Antennas ↗Zhenqiao Cheng, Nanxi Li, Jianchi Zhu et al.51 citations
  16. Adaptive Kalmannet: Data-Driven Kalman Filter with Fast Adaptation ↗Xiaoyong Ni, Guy Revach, Nir Shlezinger46 citations
  17. Efficient Video and Audio Processing with Loihi 2 ↗Sumit Bam Shrestha, Jonathan Timcheck, Paxon Frady et al.46 citations
  18. LEFormer: A Hybrid CNN-Transformer Architecture for Accurate Lake Extraction from Remote Sensing Imagery ↗Ben Chen, Xuechao Zou, Yu Zhang et al.46 citations
  19. Connecting Speech Encoder and Large Language Model for ASR ↗Wenyi Yu, Changli Tang, Guangzhi Sun et al.45 citations
  20. Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation ↗Hyelin Nam, Jihong Park, Jinho Choi et al.45 citations
  21. Enhancing Pre-Trained ASR System Fine-Tuning for Dysarthric Speech Recognition Using Adversarial Data Augmentation ↗Huimeng Wang, Zengrui Jin, Mengzhe Geng et al.44 citations
  22. Music Source Separation With Band-Split Rope Transformer ↗Wei-Tsung Lu, Ju-Chiang Wang, Qiuqiang Kong et al.44 citations
  23. FuzzLLM: A Novel and Universal Fuzzing Framework for Proactively Discovering Jailbreak Vulnerabilities in Large Language Models ↗Dongyu Yao, Jianshu Zhang, Ian G. Harris et al.43 citations
  24. Adapting Frechet Audio Distance for Generative Music Evaluation ↗Azalea Gui, Hannes Gamper, Sebastian Braun et al.42 citations
  25. Building Lane-Level Maps from Aerial Images ↗Jiawei Yao, X. Pan, Tong Wu et al.42 citations
  26. GTCRN: A Speech Enhancement Model Requiring Ultralow Computational Resources ↗Xiaobin Rong, Tianchi Sun, Xu Zhang et al.42 citations
  27. Audiosr: Versatile Audio Super-Resolution at Scale ↗Haohe Liu, Ke Chen, Qiao Tian et al.41 citations
  28. Federated Quantum Machine Learning with Differential Privacy ↗Rod Rofougaran, Shinjae Yoo, Huan-Hsin Tseng et al.41 citations
  29. PoisonPrompt: Backdoor Attack on Prompt-Based Large Language Models ↗Hongwei Yao, Jian Lou, Zhan Qin41 citations
  30. Diffusion Models for Audio Semantic Communication ↗Eleonora Grassucci, Christian Marinoni, Andrea Rodriguez et al.40 citations
  31. Frequency Masking for Universal Deepfake Detection ↗Chandler Timm C. Doloriel, Ngai Man Cheung40 citations
  32. WFTNet: Exploiting Global and Local Periodicity in Long-Term Time Series Forecasting ↗Peiyuan Liu, Beiliang Wu, Naiqi Li et al.40 citations
  33. FunCodec: A Fundamental, Reproducible and Integrable Open-Source Toolkit for Neural Speech Codec ↗Zhihao Du, Shiliang Zhang, Kai Hu et al.39 citations
  34. Retrieval-Generation Synergy Augmented Large Language Models ↗Zhangyin Feng, Xiaocheng Feng, Dezhi Zhao et al.39 citations
  35. Self-Supervised Learning for Anomalous Sound Detection ↗Kevin Wilkinghoff39 citations
  36. Speech Swin-Transformer: Exploring a Hierarchical Transformer with Shifted Windows for Speech Emotion Recognition ↗Yong Wang, Cheng Lu, Hailun Lian et al.39 citations
  37. Music Understanding LLaMA: Advancing Text-to-Music Generation with Question Answering and Captioning ↗Shansong Liu, Atin Sakkeer Hussain, Chenshuo Sun et al.38 citations
  38. Slowfast Network for Continuous Sign Language Recognition ↗Junseok Ahn, Youngjoon Jang, Joon Son Chung37 citations
  39. Effective Image Tampering Localization Via Enhanced Transformer and Co-Attention Fusion ↗Kun Guo, Haochen Zhu, Gang Cao36 citations
  40. Generative Al-aided Joint Training-free Secure Semantic Communications via Multi-modal Prompts ↗Hongyang Du, Guangyuan Liu, Dusit Tao Niyato et al.36 citations
  41. Stethoscope-Guided Supervised Contrastive Learning for Cross-Domain Adaptation on Respiratory Sound Classification ↗June-Woo Kim, Sangmin Bae, Won-Yang Cho et al.35 citations
  42. Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition ↗Siyuan Shen, Yu Miao Gao, Feng Liu et al.34 citations
  43. Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study ↗Xuankai Chang, Brian Yan, Kwanghee Choi et al.34 citations
  44. Image Augmentation with Controlled Diffusion for Weakly-Supervised Semantic Segmentation ↗Wangyu Wu, Tianhong Dai, Xiaowei Huang et al.34 citations
  45. Improving Short Utterance Anti-Spoofing with Aasist2 ↗Yuxiang Zhang, Jingze Lu, Zengqiang Shang et al.34 citations
  46. Fine-Tune the Pretrained ATST Model for Sound Event Detection ↗Nian Shao, Xian Li, Xiaofei Li33 citations
  47. Libriheavy: A 50,000 Hours ASR Corpus with Punctuation Casing and Context ↗Wei Kang, Xiaoyu Yang, Zengwei Yao et al.33 citations
  48. MS-SENet: Enhancing Speech Emotion Recognition Through Multi-Scale Feature Fusion with Squeeze-and-Excitation Blocks ↗Mengbo Li, Yuanzhong Zheng, Dichucheng Li et al.33 citations
  49. SALM: Speech-Augmented Language Model with in-Context Learning for Speech Recognition and Translation ↗Zhehuai Chen, He Huang, Andrei Andrusenko et al.33 citations
  50. TransMUSIC: A Transformer-Aided Subspace Method for DOA Estimation with Low-Resolution ADCS ↗Junkai Ji, Wei Mao, Feng Xi et al.33 citations
  51. AdaFL: Adaptive Client Selection and Dynamic Contribution Evaluation for Efficient Federated Learning ↗Qingming Li, Xiaohang Li, Li Zhou et al.32 citations
  52. Dynamic-Superb: Towards a Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark For Speech ↗Chien‐Yu Huang, Ke-Han Lu, Shih-Heng Wang et al.32 citations
  53. Leveraging Speech PTM, Text LLM, And Emotional TTS For Speech Emotion Recognition ↗Ziyang Ma, Wen Wu, Zhisheng Zheng et al.32 citations
  54. A Comparative Study on Annotation Quality of Crowdsourcing and LLm Via Label Aggregation ↗Jiyi Li31 citations
  55. A Fast, Performant, Secure Distributed Training Framework For LLM ↗Wei Huang, Yinggui Wang, Anda Cheng et al.31 citations
  56. Fine-Grained Disentangled Representation Learning For Multimodal Emotion Recognition ↗Haoqin Sun, Shiwan Zhao, Xuechen Wang et al.31 citations
  57. One-Class Knowledge Distillation for Spoofing Speech Detection ↗Jingze Lu, Yuxiang Zhang, Wenchao Wang et al.31 citations
  58. VoxtLM: Unified Decoder-Only Models for Consolidating Speech Recognition, Synthesis and Speech, Text Continuation Tasks ↗Soumi Maiti, Yifan Peng, Shukjae Choi et al.31 citations
  59. Speaker Anonymization Using Neural Audio Codec Language Models ↗Michele Panariello, Francesco Nespoli, Massimiliano Todisco et al.30 citations
  60. An Accurate and Efficient Neural Network for OCTA Vessel Segmentation and a New Dataset ↗Haojian Ning, Chengliang Wang, Xinrun Chen et al.29 citations
  61. Can Whisper Perform Speech-Based In-Context Learning? ↗Siyin Wang, Chao-Han Huck Yang, Ji Yi Wu et al.29 citations
  62. Cross-Modality and Within-Modality Regularization for Audio-Visual Deepfake Detection ↗Heqing Zou, Meng Shen, Yu‐Chen Hu et al.29 citations
  63. Dynamic Frequency Domain Graph Convolutional Network for Traffic Forecasting ↗Yujie Li, Zezhi Shao, Yongjun Xu et al.29 citations
  64. Unsupervised Optimal Power Flow Using Graph Neural Networks ↗Damian Owerko, Fernando Gama, Alejandro Ribeiro29 citations
  65. VoiceFlow: Efficient Text-To-Speech with Rectified Flow Matching ↗Yiwei Guo, Chenpeng Du, Ziyang Ma et al.29 citations
  66. Clip-Based Synergistic Knowledge Transfer for text-based Person Retrieval ↗Yating Liu, Yaowei Li, Zimo Liu et al.28 citations
  67. MLCA-AVSR: Multi-Layer Cross Attention Fusion Based Audio-Visual Speech Recognition ↗Wang He, Pengcheng Guo, Pan Zhou et al.28 citations
  68. Multi-Scale Permutation Entropy for Audio Deepfake Detection ↗Chenglong Wang, Jiayi He, Jiangyan Yi et al.28 citations
  69. Retrieval-Augmented Text-to-Audio Generation ↗Yi Gao Yuan, Haohe Liu, Xubo Liu et al.28 citations
  70. SELM: Speech Enhancement using Discrete Tokens and Language Models ↗Ziqian Wang, Xinfa Zhu, Zihan Zhang et al.28 citations
  71. CED: Consistent Ensemble Distillation for Audio Tagging ↗Heinrich Dinkel, Yongqing Wang, Zhiyong Yan et al.27 citations
  72. Can Large-Scale Vocoded Spoofed Data Improve Speech Spoofing Countermeasure with a Self-Supervised Front End? ↗Xin Wang, Junichi Yamagishi27 citations
  73. Class-Incremental Learning for Multi-Label Audio Classification ↗Manjunath Mulimani, Annamaria Mesaros27 citations
  74. Exploring Large Scale Pre-Trained Models for Robust Machine Anomalous Sound Detection ↗Bing Han, Zhiqiang Lv, Anbai Jiang et al.27 citations
  75. Quantum Federated Learning with Quantum Networks ↗Tyler Wang, Huan-Hsin Tseng, Shinjae Yoo27 citations
  76. Foundation Model Assisted Automatic Speech Emotion Recognition: Transcribing, Annotating, and Augmenting ↗Tiantian Feng, Shrikanth Shri Narayanan26 citations
  77. MF-AED-AEC: Speech Emotion Recognition by Leveraging Multimodal Fusion, Asr Error Detection, and Asr Error Correction ↗Jiajun He, Xiaohan Shi, Xingfeng Li et al.26 citations
  78. One-Shot Sensitivity-Aware Mixed Sparsity Pruning for Large Language Models ↗Hang Shao, Bei Liu, Yanmin Qian26 citations
  79. Conformer is All You Need for Visual Speech Recognition ↗Oscar Chang, Hank Liao, Dmitriy Serdyuk et al.25 citations
  80. ETP: Learning Transferable ECG Representations via ECG-Text Pre-Training ↗Che Liu, Zhongwei Wan, Sibo Lucas Cheng et al.25 citations
  81. Federated CINN Clustering for Accurate Clustered Federated Learning ↗Yuhao Zhou, Minjia Shi, Yuxin Tian et al.25 citations
  82. NeXt-TDNN: Modernizing Multi-Scale Temporal Convolution Backbone for Speaker Verification ↗Hyun-Jun Heo, Ui-Hyeop Shin, Ran Lee et al.25 citations
  83. CST-Former: Transformer with Channel-Spectro-Temporal Attention for Sound Event Localization and Detection ↗Yusun Shul, Jung‐Woo Choi24 citations
  84. Contrastive Deep Nonnegative Matrix Factorization For Community Detection ↗Yuecheng Li, Jialong Chen, Chuan Chen et al.24 citations
  85. Disentanglement Network: Disentangle the Emotional Features from Acoustic Features for Speech Emotion Recognition ↗Zhichen Yuan, C. L. Philip Chen, Shuzhen Li et al.24 citations
  86. Enhancing Code-Switching Speech Recognition With Interactive Language Biases ↗Hexin Liu, Leibny Paola Garcia, Xiangyu Zhang et al.24 citations
  87. Sparsely Shared Lora on Whisper for Child Speech Recognition ↗Wei Liu, Ying Hua Qin, Zhiyuan Peng et al.24 citations
  88. Spatial Scaper: A Library to Simulate and Augment Soundscapes for Sound Event Localization and Detection in Realistic Rooms ↗Iran R. Roman, Christopher Ick, Sivan Ding et al.24 citations
  89. Towards Universal Speech Discrete Tokens: A Case Study for ASR and TTS ↗Yifan Yang, Feiyu Shen, Chenpeng Du et al.24 citations
  90. X-CAUNET: Cross-Color Channel Attention with Underwater Image-Enhancing Transformer ↗Alik Pramanick, Sandipan Sarma, Arijit Sur24 citations
  91. A Foundation Model for Music Informatics ↗Minz Won, Yun-Ning Amy Hung, Duc Le23 citations
  92. End-to-End Speech Recognition Contextualization with Large Language Models ↗Egor Lakomkin, Chunyang Wu, Yassir Fathullah et al.23 citations
  93. SAMF: Small-Area-Aware Multi-Focus Image Fusion for Object Detection ↗Xilai Li, Xiaosong Li, Haishu Tan et al.23 citations
  94. SDIF-DA: A Shallow-to-Deep Interaction Framework with Data Augmentation for Multi-Modal Intent Detection ↗Shijue Huang, Libo Qin, Bingbing Wang et al.23 citations
  95. Spiking Structured State Space Model for Monaural Speech Enhancement ↗Yu Du, Xu Liu, Yansong Chua23 citations
  96. Encoder-Minimal and Decoder-Minimal Framework for Remote Sensing Image Dehazing ↗Yuanbo Wen, Tao Gao, Ziqi Li et al.22 citations
  97. GeneFormer: Learned Gene Compression using Transformer-Based Context Modeling ↗Zhanbei Cui, Tongda Xu, Jia Wang et al.22 citations
  98. Parallel Augmentation and Dual Enhancement for Occluded Person Re-Identification ↗Zi Wang, Huaibo Huang, Aihua Zheng et al.22 citations
  99. Resource-Efficient Separation Transformer ↗Luca Della Libera, Cem Subakan, Mirco Ravanelli et al.22 citations
  100. SAM-OCTA: A Fine-Tuning Strategy for Applying Foundation Model OCTA Image Segmentation Tasks ↗Chengliang Wang, Xinrun Chen, Haojian Ning et al.22 citations

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