IEEE International Conference on Acoustics Speech and Signal Processing 2023: all accepted papers
- Efficient Multi-Scale Attention Module with Cross-Spatial Learning ↗Daliang Ouyang, Su He, Guozhong Zhang et al.1,788 citations
- Large-Scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation ↗Yusong Wu, Ke Chen, Tianyu Zhang et al.439 citations
- CLAP Learning Audio Concepts from Natural Language Supervision ↗Benjamin Elizalde, Soham Deshmukh, Mahmoud Al Ismail et al.438 citations
- On The Detection of Synthetic Images Generated by Diffusion Models ↗Riccardo Corvi, Davide Cozzolino, Giada Zingarini et al.286 citations
- WITT: A Wireless Image Transmission Transformer for Semantic Communications ↗Ke Yang, Sixian Wang, Jincheng Dai et al.218 citations
- Ternary Weight Networks ↗Bin Liu, Fengfu Li, Xiaoxing Wang et al.191 citations
- Hybrid Transformers for Music Source Separation ↗Simon Rouard, Francisco Massa, Alexandre Défossez160 citations
- Exploring Wav2vec 2.0 Fine Tuning for Improved Speech Emotion Recognition ↗Li-Wei Chen, Alexander I. Rudnicky157 citations
- Auto-AVSR: Audio-Visual Speech Recognition with Automatic Labels ↗Pingchuan Ma, Alexandros Haliassos, Adriana Fernandez-Lopez et al.131 citations
- Prompttts: Controllable Text-To-Speech With Text Descriptions ↗Zhifang Guo, Yichong Leng, Yihan Wu et al.131 citations
- Freevc: Towards High-Quality Text-Free One-Shot Voice Conversion ↗Jingyi Li, Weiping Tu, Xiao Li125 citations
- Wespeaker: A Research and Production Oriented Speaker Embedding Learning Toolkit ↗Hongji Wang, Chengdong Liang, Shuai Wang et al.121 citations
- High-Speed Drone Detection Based On Yolo-V8 ↗Jun-Hwa Kim, Nam‐Ho Kim, Chee Sun Won111 citations
- Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition ↗Jiaxin Ye, Xin-Cheng Wen, Yujie Wei et al.107 citations
- TF-GRIDNET: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation ↗Zhong-Qiu Wang, Samuele Cornell, Shukjae Choi et al.106 citations
- Comparative Layer-Wise Analysis of Self-Supervised Speech Models ↗Ankita Pasad, Bowen Shi, Karen Livescu97 citations
- Preformer: Predictive Transformer with Multi-Scale Segment-Wise Correlations for Long-Term Time Series Forecasting ↗Dazhao Du, Bing Su, Zhewei Wei86 citations
- Audiodec: An Open-Source Streaming High-Fidelity Neural Audio Codec ↗Yi-Chiao Wu, Israel D. Gebru, Dejan Marković et al.78 citations
- FedPrompt: Communication-Efficient and Privacy-Preserving Prompt Tuning in Federated Learning ↗Haodong Zhao, Wei Du, Fangqi Li et al.76 citations
- AMC-Net: An Effective Network for Automatic Modulation Classification ↗Jiawei Zhang, Tiantian Wang, Zhixi Feng et al.73 citations
- Procontext: Exploring Progressive Context Transformer for Tracking ↗Jin-Peng Lan, Zhi-Qi Cheng, Jun-Yan He et al.64 citations
- Exploiting Modality-Invariant Feature for Robust Multimodal Emotion Recognition with Missing Modalities ↗Haolin Zuo, Rui Liu, Jinming Zhao et al.63 citations
- I Hear Your True Colors: Image Guided Audio Generation ↗Roy Sheffer, Yossi Adi57 citations
- Efficient Large-Scale Audio Tagging Via Transformer-to-CNN Knowledge Distillation ↗Florian T. Schmid, Khaled Koutini, Gerhard Widmer55 citations
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals ↗Prajwal Singh, Pankaj Pandey, Krishna Prasad Miyapuram et al.54 citations
- Generative Model based Highly Efficient Semantic Communication Approach for Image Transmission ↗Tianxiao Han, Jiancheng Tang, Qianqian Yang et al.54 citations
- MSP-Former: Multi-Scale Projection Transformer for Single Image Desnowing ↗Sixiang Chen, Ye Tian, Yun Liu et al.54 citations
- Torchaudio-Squim: Reference-Less Speech Quality and Intelligibility Measures in Torchaudio ↗Anurag Kumar, Ke Tan, Zhaoheng Ni et al.54 citations
- Prototype Knowledge Distillation for Medical Segmentation with Missing Modality ↗Shuai Wang, Zipei Yan, Daoan Zhang et al.53 citations
- Multitrack Music Transformer ↗Hao‐Wen Dong, Ke Chen, Shlomo Dubnov et al.52 citations
- Wav2vec-Based Detection and Severity Level Classification of Dysarthria From Speech ↗Farhad Javanmardi, Saska Tirronen, Manila Kodali et al.52 citations
- BTS-E: Audio Deepfake Detection Using Breathing-Talking-Silence Encoder ↗Thien-Phuc Doan, Long Nguyen-Vu, Souhwan Jung et al.50 citations
- Dynamic Split Computing for Efficient Deep EDGE Intelligence ↗Arian Bakhtiarnia, Nemanja Milošević, Qi Zhang et al.50 citations
- Gaitmixer: Skeleton-Based Gait Representation Learning Via Wide-Spectrum Multi-Axial Mixer ↗Ekkasit Pinyoanuntapong, Ayman Ali, Pu Wang et al.49 citations
- Leveraging Positional-Related Local-Global Dependency for Synthetic Speech Detection ↗Xiaohui Liu, Meng Liu, Longbiao Wang et al.49 citations
- Solving Audio Inverse Problems with a Diffusion Model ↗Eloi Moliner, Jaakko Lehtinen, Vesa Välimäki49 citations
- FAPM: Fast Adaptive Patch Memory for Real-Time Industrial Anomaly Detection ↗Donghyeong Kim, Chaewon Park, Suhwan Cho et al.46 citations
- HIFI++: A Unified Framework for Bandwidth Extension and Speech Enhancement ↗Pavel Andreev, Aibek Alanov, Oleg Ivanov et al.45 citations
- Cold Diffusion for Speech Enhancement ↗Hao Yen, François G. Germain, Gordon Wichern et al.44 citations
- Masked Spectrogram Prediction for Self-Supervised Audio Pre-Training ↗Dading Chong, Helin Wang, Peilin Zhou et al.43 citations
- Unsupervised Anomaly Detection and Localization of Machine Audio: A Gan-Based Approach ↗Anbai Jiang, Wei-Qiang Zhang, Yufeng Deng et al.43 citations
- AERO: Audio Super Resolution in the Spectral Domain ↗Moshe Mandel, Or Tal, Yossi Adi41 citations
- BEANS: The Benchmark of Animal Sounds ↗Masato Hagiwara, Benjamin Hoffman, Jen-Yu Liu et al.41 citations
- MRML: Multimodal Rumor Detection by Deep Metric Learning ↗Liwen Peng, Songlei Jian, Dongsheng Li et al.41 citations
- Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model ↗Zhiyuan Ren, Zhihong Pan, Xin Zhou et al.40 citations
- IQGAN: Robust Quantum Generative Adversarial Network for Image Synthesis On NISQ Devices ↗Cheng Chu, Grant Skipper, Martin Swany A et al.40 citations
- Log-Can: Local-Global Class-Aware Network For Semantic Segmentation of Remote Sensing Images ↗Xiaowen Ma, Mengting Ma, Chenlu Hu et al.40 citations
- On Using the UA-Speech and Torgo Databases to Validate Automatic Dysarthric Speech Classification Approaches ↗Guilherme Garcia Schu, Parvaneh Janbakhshi, Ina Kodrasi40 citations
- Real-Time Target Sound Extraction ↗Bandhav Veluri, Justin Chan, Malek Itani et al.40 citations
- Cross-Head Supervision for Crowd Counting with Noisy Annotations ↗Mingliang Dai, Zhizhong Huang, Jiaqi Gao et al.39 citations
- DST: Deformable Speech Transformer for Emotion Recognition ↗Weidong Chen, Xiaofen Xing, Xiangmin Xu et al.39 citations
- Spoofed Training Data for Speech Spoofing Countermeasure Can Be Efficiently Created Using Neural Vocoders ↗Xin Wang, Junichi Yamagishi38 citations
- Anomalous Sound Detection Using Audio Representation with Machine ID Based Contrastive Learning Pretraining ↗Jian Guan, Feiyang Xiao, Youde Liu et al.37 citations
- Multilingual Alzheimer’s Dementia Recognition through Spontaneous Speech: A Signal Processing Grand Challenge ↗Saturnino F. Luz, Fasih Haider, Davida Fromm et al.37 citations
- PQLM - Multilingual Decentralized Portable Quantum Language Model ↗Shuyue Stella Li, Xiangyu Zhang, Shu Zhou et al.37 citations
- Self-Supervised Representations in Speech-Based Depression Detection ↗Wen Wu, Chao Zhang, Philip C. Woodland37 citations
- Target-Speaker Voice Activity Detection Via Sequence-to-Sequence Prediction ↗Ming Cheng, Weiqing Wang, Yucong Zhang et al.37 citations
- Emodiff: Intensity Controllable Emotional Text-to-Speech with Soft-Label Guidance ↗Yiwei Guo, Chenpeng Du, Xie Chen et al.36 citations
- MCNET: Fuse Multiple Cues for Multichannel Speech Enhancement ↗Yujie Yang, Changsheng Quan, Xiaofei Li36 citations
- Optimizing Vision Transformers for Medical Image Segmentation ↗Qianying Liu, Chaitanya Kaul, Jun Wang et al.36 citations
- Quantum Deep Recurrent Reinforcement Learning ↗Samuel Yen-Chi Chen36 citations
- Resource Allocation for UAV-Enabled Integrated Sensing and Communication (ISAC) via Multi-Objective Optimization ↗Omid Rezaei, Mohammad Mahdi Naghsh, Seyed Mohammad Karbasi et al.36 citations
- Untargeted Backdoor Attack Against Object Detection ↗Chengxiao Luo, Yiming Li, Yong Jiang et al.36 citations
- Wav2Seq: Pre-Training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages ↗Felix Wu, Kwangyoun Kim, Shinji Watanabe et al.36 citations
- Wireless Deep Speech Semantic Transmission ↗Zixuan Xiao, Shengshi Yao, Jincheng Dai et al.36 citations
- Analysing Diffusion-based Generative Approaches Versus Discriminative Approaches for Speech Restoration ↗Jean-Marie Lemercier, Julius Richter, Simon Welker et al.35 citations
- DailyTalk: Spoken Dialogue Dataset for Conversational Text-to-Speech ↗Keon Lee, Kyumin Park, Daeyoung Kim35 citations
- Deep Root Music Algorithm for Data-Driven Doa Estimation ↗Dor H. Shmuel, Julian P. Merkofer, Guy Revach et al.35 citations
- Diffusion-Based Generative Speech Source Separation ↗Robin Scheibler, Youna Ji, Soo-Whan Chung et al.35 citations
- Exploring Self-Supervised Pre-Trained ASR Models for Dysarthric and Elderly Speech Recognition ↗Shujie Hu, Xurong Xie, Zengrui Jin et al.35 citations
- Perspective Projection-Based 3d CT Reconstruction from Biplanar X-Rays ↗Daeun Kyung, Kyungmin Jo, Jaegul Choo et al.35 citations
- Scalable Multi-Task Semantic Communication System with Feature Importance Ranking ↗Jiangjing Hu, Fengyu Wang, Wenjun Xu et al.35 citations
- Structured Pruning of Self-Supervised Pre-Trained Models for Speech Recognition and Understanding ↗Yifan Peng, Kwangyoun Kim, Felix Wu et al.35 citations
- NRTSI: Non-Recurrent Time Series Imputation ↗Siyuan Shan, Yang Li, Junier B. Oliva34 citations
- Neural Speech Phase Prediction Based on Parallel Estimation Architecture and Anti-Wrapping Losses ↗Yang Ai, Zhen-Hua Ling34 citations
- PCF: ECAPA-TDNN with Progressive Channel Fusion for Speaker Verification ↗Zhenduo Zhao, Zhuo Li, Wenchao Wang et al.34 citations
- Prefix Tuning for Automated Audio Captioning ↗Minkyu Kim, Sung-Bin Kim, Tae-Hyun Oh34 citations
- X-SEPFORMER: End-To-End Speaker Extraction Network with Explicit Optimization on Speaker Confusion ↗Kai Liu, Ziqing Du, Xucheng Wan et al.34 citations
- A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding ↗Zhihong Zhu, Weiyuan Xu, Xuxin Cheng et al.33 citations
- A Large-Scale Pretrained Deep Model for Phishing URL Detection ↗Yanbin Wang, Weifan Zhu, Haitao Xu et al.33 citations
- MMCosine: Multi-Modal Cosine Loss Towards Balanced Audio-Visual Fine-Grained Learning ↗Ruize Xu, Ruoxuan Feng, Shixiong Zhang et al.33 citations
- Shadocnet: Learning Spatial-Aware Tokens in Transformer for Document Shadow Removal ↗Xuhang Chen, Xiaodong Cun, Chi‐Man Pun et al.33 citations
- Blood Oxygen Saturation Estimation from Facial Video Via DC and AC Components of Spatio-Temporal Map ↗Yusuke Akamatsu, Yoshifumi Onishi, Hitoshi Imaoka32 citations
- Combining the Silhouette and Skeleton Data for Gait Recognition ↗Likai Wang, Ruize Han, Wei Feng32 citations
- ITER-SIS: Robust Unlimited Sampling Via Iterative Signal Sieving ↗Ruiming Guo, Ayush Bhandari32 citations
- AVES: Animal Vocalization Encoder Based on Self-Supervision ↗Masato Hagiwara31 citations
- DWFormer: Dynamic Window Transformer for Speech Emotion Recognition ↗Shuaiqi Chen, Xiaofen Xing, Weibin Zhang et al.31 citations
- I-Tuning: Tuning Frozen Language Models with Image for Lightweight Image Captioning ↗Ziyang Luo, Zhipeng Hu, Yadong Xi et al.31 citations
- I3D: Transformer Architectures with Input-Dependent Dynamic Depth for Speech Recognition ↗Yifan Peng, Jaesong Lee, Shinji Watanabe31 citations
- Learning From Yourself: A Self-Distillation Method For Fake Speech Detection ↗Jun Xue, Cunhang Fan, Jiangyan Yi et al.31 citations
- Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input ↗Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi et al.31 citations
- Multiscale Audio Spectrogram Transformer for Efficient Audio Classification ↗Wentao Zhu, Mohamed Omar31 citations
- NBA-OMP: Near-Field Beam-Split-Aware Orthogonal Matching Pursuit for Wideband THz Channel Estimation ↗Ahmet M. Elbir, Kumar Vijay Mishra, Symeon Chatzinotas31 citations
- SSGD: A Smartphone Screen Glass Dataset for Defect Detection ↗Haonan Han, Rui Yang, Shuyan Li et al.31 citations
- Time-Weighted Frequency Domain Audio Representation with GMM Estimator for Anomalous Sound Detection ↗Jian Guan, Youde Liu, Qiaoxi Zhu et al.31 citations
- AST-SED: An Effective Sound Event Detection Method Based on Audio Spectrogram Transformer ↗Kang Li, Yan Song, Li-Rong Dai et al.30 citations
- Designing and Evaluating Speech Emotion Recognition Systems: A Reality Check Case Study with IEMOCAP ↗Nikolaos Antoniou, Athanasios Katsamanis, Θεόδωρος Γιαννακόπουλος et al.30 citations
- Epic-Sounds: A Large-Scale Dataset of Actions that Sound ↗Jaesung Huh, Jacob Chalk, Evangelos Kazakos et al.30 citations
- Multiple Acoustic Features Speech Emotion Recognition Using Cross-Attention Transformer ↗Yurun He, Nobuaki Minematsu, Daisuke Saito30 citations
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