Abstract is missing.
- The Royalflush Automatic Speech Diarization and Recognition System for In-Car Multi-Channel Automatic Speech Recognition ChallengeJingguang Tian, Shuaishuai Ye, Shunfei Chen, Yang Xiang, Zhaohui Yin, Xinhui Hu, Xinkang Xu. 1-2 [doi]
- The Fawaispeech System for Multi-Channel Speech Recognition in ICMC-ASR ChallengeYujia Sun, Jinxin He, Yi Zhang, Xiaoming Liang, Ziyan Wang, Zhen Fu, Bo Chen. 1-2 [doi]
- The USTC-Nercslip Systems for the ICMC-ASR ChallengeMinghui Wu, Luzhen Xu, Jie Zhang, Haitao Tang, Yanyan Yue, Ruizhi Liao, Jintao Zhao, Zhengzhe Zhang, Yichi Wang, Haoyin Yan, Hongliang Yu, Tongle Ma, Jiachen Liu, Chongliang Wu, Yongchao Li, Yanyong Zhang, Xin Fang, Yue Zhang. 3-4 [doi]
- The Fosafer System for The ICASSP2024 In-Car Multi-Channel Automatic Speech Recognition ChallengeShangkun Huang, Yuxuan Du, Yankai Wang, Jing Deng, Rong Zheng. 5-6 [doi]
- Cross-Attention-Guided Wavenet for Mel Spectrogram Reconstruction in The ICASSP 2024 Auditory EEG ChallengeYuan Fang, Hao Li 0046, Xueliang Zhang 0001, Fei Chen 0011, Guanglai Gao. 7-8 [doi]
- Two-Stage Neural Network Model with Packet Loss Detection for ICASSP 2024 PLC ChallengeXingwei Sun, Qinglong Li, Kaichi Ma, Linzhang Wang, Yujun Wang. 9-10 [doi]
- SIR-Progressive Audio-Visual TF-Gridnet with ASR-Aware Selector for Target Speaker Extraction in MISP 2023 ChallengeZhongshu Hou, Tianchi Sun, Yuxiang Hu, Changbao Zhu, Kai Chen, Jing Lu. 11-12 [doi]
- Optimizing Music Source Separation In Complex Audio Environments Through Progressive Self-Knowledge DistillationChangheon Han, Suhyun Lee. 13-14 [doi]
- ICASSP 2024 Speech Signal Improvement ChallengeNicolae-Catalin Ristea, Ando Saabas, Ross Cutler, Babak Naderi, Sebastian Braun, Solomiya Branets. 15-16 [doi]
- Dual-Domain Neural Networks for Clinical and Low-Dose CBCT ReconstructionXuzhi Zhao, Xi Liu, Xinyi Wang, Rui Yang, Yi Du, Yahui Peng. 17-18 [doi]
- Sub-Band and Full-Band Interactive U-Net with Dprnn for Demixing Cross-Talk Stereo MusicHan Yin, Mou Wang, Jisheng Bai, Dongyuan Shi, Woon-Seng Gan, Jianfeng Chen. 21-22 [doi]
- Bs-Plcnet: Band-Split Packet Loss Concealment Network with Multi-Task Learning Framework and Multi-DiscriminatorsZihan Zhang, Jiayao Sun, Xianjun Xia, Chuanzeng Huang, Yijian Xiao, Lei Xie 0001. 23-24 [doi]
- Cross-Lingual Text-to-Speech via Hierarchical Style TransferSang-Hoon Lee, Ha-Yeong Choi, Seong-Whan Lee. 25-26 [doi]
- An Audio-Quality-Based Multi-Strategy Approach For Target Speaker Extraction in the Misp 2023 ChallengeRunduo Han, Xiaopeng Yan, Weiming Xu, Pengcheng Guo, Jiayao Sun, He Wang, Quan Lu, Ning Jiang, Lei Xie 0001. 27-28 [doi]
- Ximalaya ASDR System for ICASSP 2024 in-Car Multi-Channel (ICMC) ASR ChallengeXiang Lyu, Yuhang Cao, Pengpeng Zou, Weilin Zhou. 29-30 [doi]
- General Speech Restoration Using Two-Stage Generative Adversarial NetworksQinwen Hu, Tianyi Tan, Ming Tang, Yuxiang Hu, Changbao Zhu, Jing Lu. 31-32 [doi]
- Ks-Net: Multi-Band Joint Speech Restoration and Enhancement Network for 2024 ICASSP SSI ChallengeGuochen Yu, Runqiang Han, Chenglin Xu, Haoran Zhao, Nan Li, Chen Zhang, Xiguang Zheng, Chao Zhou, Qi Huang, Bing Yu. 33-34 [doi]
- Multi-Stage Training For Cross-Domain Full-Band Audio Packet Loss ConcealmentNan Li, Guochen Yu, Chen Zhang, Chao Zhou, Qi Huang, Bing Yu. 35-36 [doi]
- Renet: A Time-Frequency Domain General Speech Restoration Network for Icassp 2024 Speech Signal Improvement ChallengeFengyuan Hao, Huiyong Zhang, Lingling Dai, XiaoXue Luo, Xiaodong Li 0002, Chengshi Zheng. 37-38 [doi]
- The Xmuspeech System for Audio-Visual Target Speaker Extraction in Misp 2023 ChallengeLongjie Luo, Tao Li, Lin Li, Qingyang Hong. 39-40 [doi]
- The Icassp 2024 Audio Deep Packet Loss Concealment Grand ChallengeLorenz Diener, Solomiya Branets, Ando Saabas, Ross Cutler. 41-42 [doi]
- Patient-Specific Modeling of Daily Activity Patterns for Unsupervised Detection of Psychotic and Non-Psychotic RelapsesAlice Hein, Sven Gronauer, Klaus Diepold. 43-44 [doi]
- Improving Data-Driven RF Signal Separation with SOI-Matched AutoencodersLukas Henneke. 45-46 [doi]
- Unsupervised Relapse Detection Using Wearable-Based Digital Phenotyping for the 2nd E-Prevention ChallengeJinting Wu, Mei Tu. 47-48 [doi]
- Rad-Net: A Repairing and Denoising Network for Speech Signal ImprovementMingshuai Liu, Zhuangqi Chen, Xiaopeng Yan, Yuanjun Lv, Xianjun Xia, Chuanzeng Huang, Yijian Xiao, Lei Xie 0001. 49-50 [doi]
- Vision Transformer MST++: Efficient Hyperspectral Skin ReconstructionAna Clara C. Silveira, Diedre Santos do Carmo, Lucas H. Ueda, Denis G. Fantinato, Paula D. P. Costa, Letícia Rittner. 51-52 [doi]
- The Data-Driven Radio Frequency Signal Separation ChallengeTejas Jayashankar, Binoy Kurien, Alejandro Lancho, Gary C. F. Lee, Yury Polyanskiy, Amir Weiss, Gregory W. Wornell. 53-54 [doi]
- Detecting Gamma-Band Responses to the Speech Envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand ChallengeMike Thornton, Jonas Auernheimer, Constantin Jehn, Danilo P. Mandic, Tobias Reichenbach. 55-56 [doi]
- The USTC System for Cadenza 2024 ChallengeHongbo Lan, Tianyou Cheng, Maokui He, Hang Chen, Jun Du. 57-58 [doi]
- Hyperspectral Skin Vision Challenge: Can Your Camera See Beyond Your Skin?Pai Chet Ng, Zhixiang Chi, Malcolm Low, Juwei Lu, Konstantinos N. Plataniotis, Nikolaos V. Boulgouris, Thirimachos Bourlai, Yong Man Ro. 59-60 [doi]
- LIMMITS'24: Multi-Speaker, Multi-Lingual Indic TTS with Voice CloningAbhayjeet Singh, Amala Nagireddi, Deekshitha G, Jesuraja Bandekar, Roopa R., Sandhya Badiger, Sathvik Udupa, Prasanta Kumar Ghosh, Hema A. Murthy, Pranaw Kumar, Keiichi Tokuda, Mark Hasegawa-Johnson, Philipp Olbrich. 61-62 [doi]
- ICMC-ASR: The ICASSP 2024 In-Car Multi-Channel Automatic Speech Recognition ChallengeHe Wang, Pengcheng Guo, Yue Li, Ao Zhang, Jiayao Sun, Lei Xie 0001, Wei Chen, Pan Zhou, Hui Bu, Xin Xu, Binbin Zhang, Zhuo Chen 0006, Jian Wu, Longbiao Wang, Eng Siong Chng, Sun Li. 63-64 [doi]
- Rebuild, Regenerate: A Gated Temporal Convolution Based Gan for Speech Signal ImprovementNikhil Das, Rakesh Pogula, Mohammad Imtiaz Ali, Sasank Kottapalli, Sanniboyina Venkata Kiran. 65-66 [doi]
- Leveraging Effective Language and Speaker Conditioning In Indic TTS for Limmits 2024 ChallengeYejin Jeon, Young-Jae Kim, Gary Geunbae Lee. 67-68 [doi]
- A Multi-Filter and Multi-Scale U-Net for Cone-Beam Computed Tomography with Hardware ConstraintsAndreas Hauptmann, Mustafa Al-Rubaye, Miika T. Nieminen, Mikael A. K. Brix. 69-70 [doi]
- The THU-HCSI Multi-Speaker Multi-Lingual Few-Shot Voice Cloning System for LIMMITS'24 ChallengeYixuan Zhou 0002, Shuoyi Zhou, Shun Lei, Zhiyong Wu 0001, Menglin Wu. 71-72 [doi]
- MST-: A Modification of MST++ for Narrow Domain Hyperspectral ReconstructionDaniil Vladimirov, Daniil Reutsky, Pavel Pischev, Vsevolod Plokhotnyuk, Egor I. Ershov. 73-74 [doi]
- Monai for Deep-Learning Based CBCT ReconstructionMikael Brudfors, Mark Graham, Hyungon Ryu, Oliver Kutter. 75-76 [doi]
- A Time-Frequency Band-Split Neural Network For Real-Time Full-Band Packet Loss ConcealmentLingling Dai, Yuxuan Ke, Huiyong Zhang, Fengyuan Hao, XiaoXue Luo, Xiaodong Li 0002, Chengshi Zheng. 77-78 [doi]
- A Novel Approach to Wavenet Architecture for RF Signal Separation with Learnable Dilation and Data AugmentationYu Tian, Ahmed Alhammadi, Abdullah Quran, Abubakar Sani Ali. 79-80 [doi]
- Advancing the Frontiers of Deep Learning for Low-Dose 3D Cone-Beam Computed Tomography (CT) ReconstructionAnder Biguri, Subhadip Mukherjee. 81-82 [doi]
- RGBT2HS-Net: Reconstructing a Hyper-Spectral Volume from an Rgb-T Stack via an Attention-Powered Multiresolution FrameworkHao-Chiang Shao, Szu-Chi Wu, Yen-Liang Chuo, Jyun-Hao Lin, Yuan-Rong Liao, Tse-Yu Tseng. 83-84 [doi]
- Low Dose CBCT Denoising Using a 3D U-NetAustin Yunker, Rajkumar Kettimuthu, John C. Roeske. 85-86 [doi]
- Hysat++: Hybrid Spectral-Wise Attention Transformer for Skin Spectral ReconstructionYuchen Wang, Hongyuan Wang, Jiang Xu, Chang Chen, Xue Hu, Fenglong Song, Lizhi Wang. 87-88 [doi]
- Bumblebee Your Way to Recovery: Transforming The Approach to Detection of Mental Health RelapsesKamil Górzynski, Anna Ples, Ivan Ryzhankow, Bartlomiej Zych. 89-90 [doi]
- A U-Net Architecture for Time-Frequency Interference Signal Separation of RF WaveformsMostafa Naseri, Jaron Fontaine, Ingrid Moerman, Eli De Poorter, Adnan Shahid. 91-92 [doi]
- The ICASSP SP Cadenza Challenge: Music Demixing/Remixing for Hearing AidsGerardo Roa Dabike, Michael A. Akeroyd, Scott Bannister, Jon Barker, Trevor J. Cox, Bruno Fazenda, Jennifer Firth, Simone Graetzer, Alinka Greasley, Rebecca Vos, William M. Whitmer. 93-94 [doi]
- Demucs for Data-Driven RF Signal DenoisingÇagkan Yapar, Fabian Jaensch, Jan Christian Hauffen, Francesco Pezone, Peter Jung 0001, Saeid K. Dehkordi, Giuseppe Caire. 95-96 [doi]
- A Self-Supervised Learning Approach for Detecting Non-Psychotic Relapses Using Wearable-Based Digital PhenotypingPanagiotis Kaliosis, Sofia Eleftheriou, Christos Nikou, Theodoros Giannakopoulos. 97-98 [doi]
- Signal Separation in Radio Spectrum Using Self-Attention MechanismFadli Damara, Zoran Utkovski, Slawomir Stanczak. 99-100 [doi]
- 3D CBCT Challenge 2024: Improved Cone Beam CT Reconstruction Using Swinir-Based Sinogram and Image EnhancementSasidhar Alavala, Subrahmanyam Gorthi. 101-102 [doi]
- Personalised Anomaly Detectors and Prototypical Representations for Relapse Detection from Wearable-Based Digital PhenotypingAdria Mallol-Ragolta, Anika A. Spiesberger, Andreas Triantafyllopoulos, Björn W. Schuller. 103-104 [doi]
- Hyperspectral Reconstruction of Skin through Fusion of Scattering Transform FeaturesWojciech Czaja, Jeremiah Emidih, Brandon Kolstoe, Richard G. Spencer 0001. 105-106 [doi]
- A Fullband Neural Network for Audio Packet Loss ConcealmentBryce Irvin, Sile Yin, Shuo Zhang, Marko Stamenovic. 107-108 [doi]
- Remixing Music for Hearing Aids Using Ensemble of Fine-Tuned Source SeparatorsMatthew Daly. 109-110 [doi]
- Self-Supervised Speech Representation and Contextual Text Embedding for Match-Mismatch Classification with EEG RecordingBo Wang, Xiran Xu, Zechen Zhang, Haolin Zhu, Yujie Yan, Xihong Wu, Jing Chen 0019. 111-112 [doi]
- ConvConcatNet: A Deep Convolutional Neural Network to Reconstruct Mel Spectrogram from the EEGXiran Xu, Bo Wang, Yujie Yan, Haolin Zhu, Zechen Zhang, Xihong Wu, Jing Chen. 113-114 [doi]
- Scaling Nvidia's Multi-Speaker Multi-Lingual TTS Systems With Zero-Shot TTS to Indic LanguagesAkshit Arora, Rohan Badlani, Sungwon Kim 0001, Rafael Valle, Bryan Catanzaro. 115-116 [doi]
- BMMSNet: Bidirectional Mapping and Multilevel Similarity Comparison for EEG-Speech Match-Mismatch ProblemZelin Qiu, Jianjun Gu 0005, Dingding Yao, Junfeng Li, Yonghong Yan 0002. 117-118 [doi]
- Music Enhancement with Deep Filters: A Technical Report for the ICASSP 2024 Cadenza ChallengeKeren Shao, Ke Chen 0021, Shlomo Dubnov. 119-120 [doi]
- Single-Stage TTS with Adapted Vocoder and Cross-Attention: Taltech Systems for the Limmits'24 ChallengeDaniil Robnikov, Tanel Alumäe. 121-122 [doi]
- Summary on the Multimodal Information-Based Speech Processing (MISP) 2023 ChallengeHang Chen, Shilong Wu, Chenxi Wang, Jun Du, Chin-Hui Lee 0001, Sabato Marco Siniscalchi, Shinji Watanabe 0001, Jingdong Chen, Odette Scharenborg, Zhong-qiu Wang, Bao-Cai Yin, Jia Pan. 123-124 [doi]
- The 2nd E-Prevention Challenge: Psychotic and Non-Psychotic Relapse Detection Using Wearable-Based Digital PhenotypingPanagiotis Paraskevas Filntisis, Niki Efthymiou, George Retsinas, Athanasia Zlatintsi, Christos Garoufis, Thomas Sounapoglou, Panayotis Tsanakas, Nikolaos Smyrnis, Petros Maragos. 125-126 [doi]
- ICASSP 2024 Auditory EEG Decoding ChallengeLies Bollens, Corentin Puffay, Bernd Accou, Jonas Vanthornhout, Hugo Vanhamme, Tom Francart. 127-128 [doi]
- LCANets++: Robust Audio Classification Using Multi-Layer Neural Networks with Lateral CompetitionSayanton V. Dibbo, Juston S. Moore, Garrett T. Kenyon, Michael A. Teti. 129-133 [doi]
- Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech ModelsAlkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Giuseppe Attanasio, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti. 134-138 [doi]
- Characterizing the Temporal Dynamics of Universal Speech Representations for Generalizable Deepfake DetectionYi Zhu 0011, Saurabh Powar, Tiago H. Falk. 139-143 [doi]
- Multi-Modal Approaches for Improving the Robustness of Audio-Based Covid-19 Detection SystemsDrew Grant, Helena Hahn, Adebayo Eisape, Valerie E. Rennoll, James E. West. 144-148 [doi]
- A Method for Estimating Stationary Reflective Surfaces and Extracting Road GuardrailsYu Chen, Minglei Yang 0001, Baixiao Chen, Meng Liu, Teng Ma. 149-153 [doi]
- Predicting The Spectrum: Deep Adaptive Sensing for Hadamard Single Pixel Spectral ImagingBrayan Monroy, Jorge Bacca, Henry Arguello. 154-158 [doi]
- Navigation for Autonomous Robots with Adaptive Information-SeekingKyriakos Lite, Bernhard Rinner. 159-163 [doi]
- Wideband Adaptive Beamforming for a Partially-Calibrated Distributed ArrayAnil Ganti, Michael A. Martinez, Granger Hickman, Jeffrey L. Krolik. 164-168 [doi]
- Simultaneous Gas Exploration and Network Localization with Robotic SwarmsFabio Broghammer, Thomas Wiedemann 0002, Siwei Zhang, Benjamin Noack. 169-173 [doi]
- Late Audio-Visual Fusion for in-the-Wild Speaker DiarizationZexu Pan, Gordon Wichern, François G. Germain, Aswin Shanmugam Subramanian, Jonathan Le Roux. 174-178 [doi]
- Deep Neural Network Model Compression and Signal ProcessingArijit Ukil, Angshul Majumdar, Antonio J. Jara, João Gama 0001. 179-183 [doi]
- Dronar: Obstacle Echolocation Using Drone Ego-NoiseHenrik Nilsson, Joakim Rydell, Anton Kullberg, Gustaf Hendeby. 184-188 [doi]
- Reconfigurable Intelligent Surface Assisted Integrated Sensing, Communication and Computation SystemsJiahua Wan, Hong Ren, Cunhua Pan, Zhiyuan Yu, Zhenkun Zhang, Yang Zhang. 189-193 [doi]
- Neuro-Mechanical Synergy: A Smart Idea of Intelligent Exoskeletons for Stroke RehabilitationWeiqi Huang, Chenxu Zhang, Wen Qi. 194-198 [doi]
- Microphone Aligned Continuous Wearable Device-Related Transfer Function: Efficient Modeling and MeasurementsWageesha Manamperi, Thushara D. Abhayapala, Paul Holmberg. 199-203 [doi]
- Performance Evaluation and Analysis of Thresholding-Based Interference Mitigation for Automotive Radar SystemsJun Li, Jihwan Youn, Ryan Wu, Jeroen Overdevest, Shunqiao Sun. 204-208 [doi]
- LASDNet: A Lightweight Adaptive Surface Defect Detection NetworkQiancheng Wei, Yi Yuan, Ying Liu 0039, Mohammed Ali Mohammed Al-Hababi, Qiya Su, Muyao Yu. 209-213 [doi]
- Convergence Analysis of Semi-Federated Learning with Non-IID DataWanli Ni, Jiachen Han, Zhijin Qin. 214-218 [doi]
- Pareto-Optimal Waveform Design for Multi-User and Multi-Target MIMO-ISAC SystemsPeng Wang, Yashuai Cao, Wanli Ni, Dongsheng Han. 219-223 [doi]
- Low-Overhead OFDM Sensing Waveform Design for 5G NR: A Coprime-Based Subcarrier Allocation ApproachXiaoye Wang, Fan Liu 0005, Le Zheng. 224-228 [doi]
- Recommendation Algorithm Based on Federated Multi-modal LearningChenyuan Feng, Zhenyu Feng, Qing Wang. 229-233 [doi]
- Spectrum Data Graph Structure Learning Based On Dual-View Contrastive Learning For Spectrum Prediction Of ISCCShuang Li, Yaxiu Sun, Zherui Zhang, Han Zhang, Yun Lin 0005. 234-238 [doi]
- Sparse Array Design for Mimo Radar in Multipath ScenariosXuchen Li, Ronghao Lin, Hing-Cheung So. 239-243 [doi]
- Ambisonics Encoding For Arbitrary Microphone Arrays Incorporating Residual Channels For Binaural ReproductionYhonatan Gayer, Vladimir Tourbabin, Zamir Ben-Hur, Jacob Donley, Boaz Rafaely. 244-248 [doi]
- A Pre-Training Pruning Strategy for Enabling Lightweight Non-Intrusive Load Monitoring On Edge DevicesSotirios Athanasoulias, Stavros Sykiotis, Nikos Temenos, Anastasios Doulamis, Nikolaos Doulamis. 249-253 [doi]
- Anti-Jamming Strategy for IRS-Aided JRC System in Vehicular NetworksYu Yao, Feng Shu 0002, Linlong Wu, Xu Cheng, Xuan Li, Jiangzhou Wang. 254-258 [doi]
- Non-Invasive Occupancy Monitoring Using Sustainable Backscatter TagsEdmond Ka Hin Chan, Yirui Deng, Amus Chee Yuen Goay, Deepak Mishra 0001, Aruna Seneviratne. 259-263 [doi]
- Joint Data-Driven Analysis of Visual-Odometric Anomaly Signals in Generative Ai-Based AgentsGiulia Slavic, Mattia Bracco, Lucio Marcenaro, David Martín Gómez, Carlo S. Regazzoni, Pamela Zontone. 264-268 [doi]
- Edge-Optimized Model for Multimedia Classification using Linguistic MetadataSunil Bharitkar, Thaddeus Páez. 269-273 [doi]
- Harnessing Video Intelligence: Intelligent System for ADHD DetectionYichun Li, Rajesh Nair, Syed Mohsen Naqvi. 274-278 [doi]
- Smart CSI Processing for Accurate Commodity WiFi-Based Humidity SensingYirui Deng, Deepak Mishra 0001, Shaghik Atakaramians, Aruna Seneviratne. 279-283 [doi]
- Model-Based Diffusion for Mitigating Automotive Radar InterferenceJeroen Overdevest, Xinyi Wei, Hans Van Gorp, Ruud J. G. van Sloun. 284-288 [doi]
- Full-Duplex Decode-And-Forward Relay for Joint Environmental Sensing And Self-Interference CancellationPu Yang, Xiang-Gen Xia 0001, Xichang Zhang, Jiaming Zhang, Yi Liu 0006. 289-293 [doi]
- Robust Filtering of Distributed Cyber-Physical Systems with Cyber-Attack DetectionHongwei Wang 0005, Xi Zheng. 294-298 [doi]
- Iterative Detection Algorithm with LDPC Decoder in Cyclic-Prefix OTFS SystemMingfeng Zhang, Jinhua Sun, Xiaojun Wu. 299-303 [doi]
- A Variational Bayesian Inference-Inspired Unrolled Deep Network for Compressed SensingMenghong Cai, Jun Fang 0001, Huiping Duan, Xiaoyu Li, Hongbin Li 0001. 304-308 [doi]
- A Cross-Attention Emotion Recognition Algorithm Based on Audio and Video ModalitiesXiao Wu, Xuan Mu, Wen Qi, Xiaorui Liu. 309-313 [doi]
- Soft ROI Pooling Distillation for Detection TransformersMarios Nikolaos Militsis, Vasileios Mygdalis, Ioannis Pitas. 314-319 [doi]
- Evolving Complex Environments in Evolution Gym using Large Language ModelsFuma Aki, Riku Ikeda, Takumi Saito, Ciaran Regan, Mizuki Oka. 320-324 [doi]
- Interpretability and Complexity Reduction in Iot Network Anomaly Detection Via XAIAlfredo Nascita, Raffaele Carillo, Federica Giampetraglia, Antonio Iacono, Valerio Persico, Antonio Pescapé. 325-329 [doi]
- Structured Lottery Ticket Hypothesis for Effective Deep Neural Network Model Size ReductionArijit Ukil, Ishan Sahu, Mridul Biswas, Arpan Pal 0001, Angshul Majumdar. 330-334 [doi]
- Exploring Federated Self-Supervised Learning for General Purpose Audio UnderstandingYasar Abbas Ur Rehman, Kin Wai Lau, Yuyang Xie, Lan Ma, Jiajun Shen. 335-340 [doi]
- Investigating Self-Supervised Features for Expressive, Multilingual Voice ConversionÁlvaro Martín-Cortinas, Daniel Sáez-Trigueros, Grzegorz Beringer, Iván Vallés-Pérez, Roberto Barra-Chicote, Biel Tura Vecino, Adam Gabrys, Thomas Merritt, Piotr Bilinski, Jaime Lorenzo-Trueba. 341-345 [doi]
- Empowering Network Security with AutoencodersAntonino Ferraro, Valerio La Gatta, Marco Postiglione. 346-350 [doi]
- Domain-Specific Improvement on Psychotherapy Chatbot Using AssistantCheng Kang, Daniel Novak, Katerina Urbanova, Yuqing Cheng, Yong Hu. 351-355 [doi]
- IRS Assisted Secure NOMA for Untrusted UsersKaneez Khatoon, Deepak Mishra 0001, Ravikant Saini. 356-360 [doi]
- Anomaly Detection in Cyber-Physical Systems: A Case Study on Pump Health MonitoringGiancarlo Sperlì, Andrea Vignali. 361-364 [doi]
- CRB Optimization for Integrated Sensing and Communication Systems Using Hybrid Linear-Nonlinear PrecodingYating Chen, Cai-wen, Yan Huang 0018, Timothy N. Davidson. 365-369 [doi]
- An Effective Composite Jamming Method for Synthetic Aperture Radar in Practical Electronic CountermeasuresXinrui Li, Baixiao Chen. 370-373 [doi]
- A Compressed Decentralized Federated Learning Frame Work for Enhanced Environmental Awareness in V2V NetworksLuca Barbieri, Mattia Brambilla, Monica Nicoli. 374-378 [doi]
- Integrating AI in Human-Robot Interaction: Emerging Challenges and Future DirectionsChengwei Lin, Wen Qi. 379-382 [doi]
- Deep Sub-Image Sampling Based Defense Against Spatial-Domain Adversarial SteganographyXinyu Huang, Yuwen Cao, Tomoaki Ohtsuki. 383-387 [doi]
- QMARL: A Quantum Multi-Agent Reinforcement Learning Framework for Swarm Robots NavigationWeizhao Chen, Jiawang Wan, Fangwen Ye, Ran Wang 0014, Cheng Xu 0003. 388-392 [doi]
- Collaborative Learning of Common Latent Representations in Routinely Collected Multivariate ICU Physiological SignalsHollan Haule, Ian Piper, Patricia Jones, Tsz-Yan Milly Lo, Javier Escudero. 393-397 [doi]
- An Object-Oriented Deep Learning Method for Video Frame PredictionSaad Mokssit, Daniel Bonilla Licea, Bassma Guermah, Mounir Ghogho. 398-402 [doi]
- Embedding Compression for Teacher-to-Student Knowledge TransferYiwei Ding, Alexander Lerch 0001. 403-407 [doi]
- Acoustic-to-Articulatory Inversion for Dysarthric Speech: are Pre-Trained Self-Supervised Representations Favorable?Sarthak Kumar Maharana, Krishna Kamal Adidam, Shoumik Nandi, Ajitesh Srivastava. 408-412 [doi]
- Deep Learning EEG Technology Development and Brain Computer Interface Chips ProgressWenjie Li, Lei Chen, Bing Lv, Xiaobo Li, Weijun Wang, Kun Xu, Xilun Ding. 413-418 [doi]
- Integrated RNNs for Rainfall Sensing with Wireless Communication NetworksDror Jacoby, Jonatan Ostrometzky, Hagit Messer. 419-423 [doi]
- Parameter Blending For Multi-Camera Harmonization For Automotive Surround View SystemsYuzhuo Ren, Yining Deng, David Pajak, Robin Jenkin, Niranjan Avadhanam, Varsha Hedau. 424-428 [doi]
- Over The Air Federated Learning in the Presence of Impulsive NoiseZubair Shaban, Ranjitha Prasad, Pooja Kumari. 429-433 [doi]
- Drivesafe: Pose-Based Driver Monitoring In Software Defined Vehicle Using STGCNPatitapaban Palo, Satyajit Nayak, Durga Nagendra Raghava Kumar Modhugu, Satarupa Uttarkabat, Kwanit Gupta. 434-438 [doi]
- K-Space Beamforming for an Array of Quantum SensorsPeter G. Vouras. 439-443 [doi]
- A Cross-Talk Robust Multichannel VAD Model For Multiparty Agent Interactions Trained Using Synthetic Re-RecordingsHyewon Han, Naveen Kumar. 444-448 [doi]
- Fast Random Approximation of Multi-Channel Room Impulse ResponseYi Luo 0004, Rongzhi Gu. 449-454 [doi]
- Diffusion Model-Based MIMO Speech Denoising and DereverberationRino Kimura, Tomohiro Nakatani, Naoyuki Kamo, Marc Delcroix, Shoko Araki, Tetsuya Ueda, Shoji Makino. 455-459 [doi]
- Open Implementation and Study of Best-RQ for Speech ProcessingRyan Whetten, Titouan Parcollet, Marco Dinarelli, Yannick Estève. 460-464 [doi]
- SpeechCLIP+: Self-Supervised Multi-Task Representation Learning for Speech Via Clip and Speech-Image DataHsuan-Fu Wang, Yi-Jen Shih, Heng-Jui Chang, Layne Berry, Puyuan Peng, Hung-yi Lee, Hsin-Min Wang, David Harwath. 465-469 [doi]
- Blind Estimation of Spatial Room Impulse Responses Using a Pseudo Reference SignalThomas Deppisch, Jens Ahrens, Sebastià V. Amengual Garí, Paul Calamia. 470-474 [doi]
- VICMus: Variance-Invariance-Covariance Regularization for Music Representation LearningSebastian Löf, Cody Hesse, Carl Thomé, Carlos Lordelo, Jens Ahrens. 475-479 [doi]
- Enhancing GAN-based Vocoders with Contrastive Learning Under Data-Limited ConditionHaoming Guo, Seth Z. Zhao, Jiachen Lian, Gopala Anumanchipalli, Gerald Friedland. 480-484 [doi]
- Joint Minimum Processing Beamforming and Near-End Listening EnhancementAndreas Jonas Fuglsig, Jesper Jensen 0001, Zheng-Hua Tan, Lars Søndergaard Bertelsen, Jens Christian Lindof, Jan Østergaard. 485-489 [doi]
- A Two-Step Approach for Narrowband Source Localization in Reverberant RoomsWei-Ting Lai, Lachlan Birnie, Thushara D. Abhayapala, Amy Bastine, Shaoheng Xu, Prasanga N. Samarasinghe. 490-494 [doi]
- Noise Robust Distillation of Self-Supervised Speech Models via Correlation MetricsFabian Ritter Gutierrez, Kuan-Po Huang, Dianwen Ng, Jeremy H. M. Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen. 495-499 [doi]
- Insights into Magnitude and Phase Estimation by Masking and Mapping in DNN-Based Multichannel Speaker SeparationAlexander Bohlender, Ann Spriet, Wouter Tirry, Nilesh Madhu. 500-504 [doi]
- Benchmarking Representations for Speech, Music, and Acoustic EventsMoreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi. 505-509 [doi]
- Multichannel Voice Trigger Detection Based on Transform-Average-ConcatenateTakuya Higuchi, Avamarie Brueggeman, Masood Delfarah, Stephen Shum. 510-514 [doi]
- On the Transferability of Large-Scale Self-Supervision to Few-Shot Audio ClassificationCalum Heggan, Sam Budgett, Timothy M. Hospedales, Mehrdad Yaghoobi. 515-519 [doi]
- External Knowledge Augmented Polyphone Disambiguation Using Large Language ModelChen Li. 520-524 [doi]
- Deep Low-Latency Joint Speech Transmission and Enhancement over A Gaussian ChannelMohammad Bokaei, Jesper Jensen 0001, Simon Doclo, Jan Østergaard. 525-529 [doi]
- Geometrically Constrained Joint Moving Source Extraction and Dereverberation Based on Constant Separating Vector Mixing ModelMingxue Song, Tetsuya Ueda, Ruifeng Zhang, Jiahui Hu, Shoji Makino. 530-534 [doi]
- Probing Self-Supervised Learning Models With Target Speech ExtractionJunyi Peng, Marc Delcroix, Tsubasa Ochiai, Oldrich Plchot, Takanori Ashihara, Shoko Araki, Jan Cernocký. 535-539 [doi]
- Investigating Zero-Shot Generalizability on Mandarin-English Code-Switched ASR And Speech-to-Text Translation of Recent Foundation Models with Self-Supervision and Weak SupervisionChih-Kai Yang, Kuan-Po Huang, Ke-Han Lu, Chun-Yi Kuan, Chi-Yuan Hsiao, Hung-yi Lee. 540-544 [doi]
- Positive and Negative Sampling Strategies for Self-Supervised Learning on Audio-Video DataShanshan Wang, Soumya Tripathy, Toni Heittola, Annamaria Mesaros. 545-549 [doi]
- Analysis of Self-Supervised Speech Models on Children's Speech and Infant VocalizationsJialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain. 550-554 [doi]
- Attention or Convolution: Transformer Encoders in Audio Language Models for Inference EfficiencySungho Jeon 0002, Ching-feng Yeh, Hakan Inan, Wei-Ning Hsu, Rashi Rungta, Yashar Mehdad, Daniel Bikel. 555-559 [doi]
- SOA: Reducing Domain Mismatch in SSL Pipeline by Speech Only Adaptation for Low Resource ASRNatarajan Balaji Shankar, Ruchao Fan, Abeer Alwan. 560-564 [doi]
- ConVoiFilter: A Case Study of Doing Cocktail Party Speech RecognitionThai Binh Nguyen, Alexander Waibel. 565-569 [doi]
- Joint Optimization of Streaming and Non-Streaming Automatic Speech Recognition with Multi-Decoder and Knowledge DistillationMuhammad Shakeel 0001, Yui Sudo, Yifan Peng, Shinji Watanabe 0001. 570-574 [doi]
- Joint Transmit and Receive Codebook Design for Self-Interference Suppression in a mmWave ISAC Terminal DeviceGuang Chai, Zhibin Yu, Xiaofeng Wu, Muhammad Nabeel, Giuseppe Caire. 575-579 [doi]
- Uncertainty as a Predictor: Leveraging Self-Supervised Learning for Zero-Shot MOS PredictionAditya Ravuri, Erica Cooper, Junichi Yamagishi. 580-584 [doi]
- Synthetic Speech Detection with Wav2vec 2.0 in Various Language SettingsBranimir Dropuljic, Miljenko Suflaj, Andrej Jertec, Leo Obadic. 585-589 [doi]
- Layer-Wise Analysis of Self-Supervised Acoustic Word Embeddings: A Study on Speech Emotion RecognitionAlexandra Saliba, Yuanchao Li, Ramon Sanabria, Catherine Lai. 590-594 [doi]
- Training Strategies for Modality Dropout Resilient Multi-Modal Target Speaker ExtractionSrikanth Korse, Mohamed Elminshawi, Emanuël A. P. Habets, Srikanth Raj Chetupalli. 595-599 [doi]
- Self-Supervised Learning for Few-Shot Bird Sound ClassificationIlyass Moummad, Nicolas Farrugia, Romain Serizel. 600-604 [doi]
- Low-Resource Cross-Domain Singing Voice Synthesis via Reduced Self-Supervised Speech RepresentationsPanos Kakoulidis, Nikolaos Ellinas, Georgios Vamvoukakis, Myrsini Christidou, Alexandra Vioni, Georgia Maniati, Junkwang Oh, Gunu Jho, Inchul Hwang, Pirros Tsiakoulis, Aimilios Chalamandaris. 605-609 [doi]
- A Transformer-Based Network for Unifying Radio Map Estimation and Optimized Site SelectionYi Zheng, Cunyi Liao, Ji Wang, Shouyin Liu. 610-614 [doi]
- FedRF-Adapt: Robust and Communication-Efficient Federated Domain Adaptation via Random FeaturesYuanjie Wang, Zhanbo Feng, Zhenyu Liao 0001. 615-619 [doi]
- Persota FL: A Robust-to-Noise Personalized Over the Air Federated Learning for Human Activity RecognitionArash Rasti-Meymandi, Pai Chet Ng, Huan Liu 0014, Yuanhao Yu, Konstantinos N. Plataniotis. 620-624 [doi]
- UAV Position Deployment and Power Optimization Based on User Clustering in IoT NetworkXiaoye Shi, Xiangcheng Su, Shu Cai, Zhaowei Zhang, Haibo Dai. 625-629 [doi]
- A Study on The Impact of Self-Supervised Learning on Automatic Dysarthric Speech AssessmentXavier F. Cadet, Ranya Aloufi, Sara Ahmadi-Abhari, Hamed Haddadi. 630-634 [doi]
- Towards Collaborative Multimodal Federated Learning for Human Activity Recognition in Smart Workplace EnvironmentsSeyed Mohammad Sheikholeslami, Pai Chet Ng, Huan Liu 0014, Yuanhao Yu, Konstantinos N. Plataniotis. 635-639 [doi]
- Low-Resourced Phonetic and Prosodic Feature Estimation With Self-Supervised-Learning-based Acoustic ModelingKiyoshi Kurihara, Masanori Sano. 640-644 [doi]
- Integrating Self-Supervised Speech Model with Pseudo Word-Level Targets from Visually-Grounded Speech ModelHung-Chieh Fang, Nai-Xuan Ye, Yi-Jen Shih, Puyuan Peng, Hsuan-Fu Wang, Layne Berry, Hung-yi Lee, David Harwath. 645-649 [doi]
- Intelligent Heavy Truck Platooning with ISCC for Enclosed Intermodal Railway-Road Transport ParksWeibin Li, Haifeng Zheng, Jun Fang, Xinxin Feng, Chunyan Cheng. 650-654 [doi]
- Multimodal Attention Merging for Improved Speech Recognition and Audio Event ClassificationAnirudh S. Sundar, Chao-Han Huck Yang, David M. Chan, Shalini Ghosh, Venkatesh Ravichandran, Phani Sankar Nidadavolu. 655-659 [doi]
- Cosmos: Coherent Scene with Multiple Objects ReconstructionByoungsung Lim, David Han. 660-664 [doi]
- Reliability Study of Leo Satellite Networks Based on Random Linear Network CodingJiahui Wang, Zan Xu, Ruxin Zhi, Liming Wang. 665-669 [doi]
- Cross-Lingual Transfer Learning for Low-Resource Speech TranslationSameer Khurana, Nauman Dawalatabad, Antoine Laurent, Luis Vicente, Pablo Gimeno, Victoria Mingote, James R. Glass. 670-674 [doi]
- Skill: Similarity-Aware Knowledge Distillation for Speech Self-Supervised LearningLuca Zampierin, Ghouthi Boukli Hacene, Bac Nguyen, Mirco Ravanelli. 675-679 [doi]
- Investigating Design Choices in Joint-Embedding Predictive Architectures for General Audio Representation LearningAlain Riou, Stefan Lattner, Gaëtan Hadjeres, Geoffroy Peeters. 680-684 [doi]
- Training Early-Exit Architectures for Automatic Speech Recognition: Fine-Tuning Pre-Trained Models or Training from ScratchGeorge August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Mohamed Nabih Ali, Alessio Brutti. 685-689 [doi]
- Dual Knowledge Distillation for Efficient Sound Event DetectionYang Xiao, Rohan Kumar Das. 690-694 [doi]
- Version Age-Based Client Scheduling Policy for Federated LearningXinyi Hu, Nikolaos Pappas 0001, Howard H. Yang. 695-699 [doi]
- Cochceps-Augment: A Novel Self-Supervised Contrastive Learning Using Cochlear Cepstrum-Based Masking for Speech Emotion RecognitionIoannis Ziogas, Hessa Alfalahi, Ahsan H. Khandoker, Leontios J. Hadjileontiadis. 700-704 [doi]
- PEFT for Speech: Unveiling Optimal Placement, Merging Strategies, and Ensemble TechniquesTzu-Han Lin, How-Shing Wang, Hao-Yung Weng, Kuang-Chen Peng, Zih-Ching Chen, Hung-yi Lee. 705-709 [doi]
- Directional Terahertz Radio Map-Assisted Federated Obstacle SensingTianyu Hu, Yunhang Xie, Shuai Wang, Lingxiang Li, Zhi Chen 0002. 710-714 [doi]
- Byzantine-Resilient Hierarchical Federated Learning with Clustered Over-The-Air AggregationDavid Nordlund, Jialing Liao, Zheng Chen 0002. 715-719 [doi]
- Advancing Industrial Inspection: A Dataset for Automated Damage Detection in Insulated PipesPantelis Mentesidis, Christos Papaioannidis, Ioannis Pitas. 720-724 [doi]
- A Unified Geometry-Aware Source Localization and Separation Framework for AD-HOC Microphone ArrayJingjie Fan, Rongzhi Gu, Yi Luo 0004, Cong Pang. 725-729 [doi]
- Real-Time Speech Extraction Using Spatially Regularized Independent Low-Rank Matrix Analysis and Rank-Constrained Spatial Covariance Matrix EstimationYuto Ishikawa, Kohei Konaka, Tomohiko Nakamura, Norihiro Takamune, Hiroshi Saruwatari. 730-734 [doi]
- Ensemble Inference for Diffusion Model-Based Speech EnhancementHao Shi, Naoyuki Kamo, Marc Delcroix, Tomohiro Nakatani, Shoko Araki. 735-739 [doi]
- Neural Steerer: Novel Steering Vector Synthesis with a Causal Neural Field over Frequency and DirectionDiego Di Carlo, Aditya Arie Nugraha, Mathieu Fontaine 0002, Yoshiaki Bando, Kazuyoshi Yoshii. 740-744 [doi]
- Data-Driven Joint Detection and Localization of Acoustic ReflectorsH. Nazim Bicer, Cagdas Tuna, Andreas Walther 0001, Emanuël A. P. Habets. 745-749 [doi]
- Sound Source Separation Using Latent Variational Block-Wise DisentanglementKarim Helwani, Masahito Togami, Paris Smaragdis, Michael M. Goodwin. 750-754 [doi]
- Multi-Channel Speech Enhancement Using Beamforming and Nullforming for Severely Adverse Drone EnvironmentSeokhyun Kim, Won Jeong, Hyung-Min Park. 755-759 [doi]
- Gated Low-Rank Adaptation for Personalized Code-Switching Automatic Speech Recognition on the Low-Spec DevicesGwantae Kim, Bokyeung Lee, Donghyeon Kim, Hanseok Ko. 760-764 [doi]
- Light Gated Multi Mini-Patch Extractor for Audio ClassificationBo He, ShiQi Zhang, Xianrui Wang, Zheng Qiu, Daiki Takeuchi, Daisuke Niizumi, Noboru Harada, Shoji Makino. 765-769 [doi]
- A New Approach to Predict Radio Map via Learning-Based Spatial Loss FieldZhiqiang Tan, Zhiwei Yao, Limin Xiao, Ming Zhao 0001, Yunzhou Li. 770-774 [doi]
- Meeting Recognition with Continuous Speech Separation and Transcription-Supported DiarizationThilo von Neumann, Christoph Böddeker, Tobias Cord-Landwehr, Marc Delcroix, Reinhold Haeb-Umbach. 775-779 [doi]
- A Lightweight Dual-Stage Framework for Personalized Speech Enhancement Based on Deepfilternet2Thomas Serre, Mathieu Fontaine 0002, Éric Benhaim, Geoffroy Dutour, Slim Essid. 780-784 [doi]
- Voicevector: Multimodal Enrolment Vectors for Speaker SeparationAkam Rahimi, Triantafyllos Afouras, Andrew Zisserman. 785-789 [doi]
- Multiantenna Channel Map Estimation Using Deep Spatial InterpolationGyungmin Kim, Rui Jin, Wilson Funk, Seung-Jun Kim 0002, Hyuk Lim. 790-794 [doi]
- HOMULA-RIR: A Room Impulse Response Dataset for Teleconferencing and Spatial Audio Applications Acquired through Higher-Order Microphones and Uniform Linear Microphone ArraysFederico Miotello, Paolo Ostan, Mirco Pezzoli, Luca Comanducci, Alberto Bernardini, Fabio Antonacci, Augusto Sarti. 795-799 [doi]
- A Ray Launching Approach for Computing Exact Paths with Point CloudsNiklas Vaara, Pekka Sangi, Miguel Bordallo López, Janne Heikkilä. 800-804 [doi]
- Super-Resolution Sensing of User Equipment Using Delay-Doppler Pilot-Data Structure in RIS-Aided OTFS SystemsOlivia Zacharia, M. Vani Devi. 805-809 [doi]
- Fearless Steps APOLLO: Operational Disconnect Detection in Mission ControlDouglas W. Oard, Christopher Bearman, David Baker, Susannah Paletz, Johanne Trippas. 810-811 [doi]
- Houston we have a Divergence: A Subgroup Performance Analysis of ASR ModelsAlkis Koudounas, Flavio Giobergia. 812-813 [doi]
- Real-Time Capability of DLR'S Beamforming Synthetic Aperture Radar Processing ArchitectureMaron Schlemon, Martin Schulz 0001, Rolf Scheiber, Marc Jäger 0001, Joel A. Amao Oliva. 814-817 [doi]
- Explainable Modeling of Gender-Targeting Practices in Toy Advertising Sound and MusicLuca Marinelli, Charalampos Saitis. 818-822 [doi]
- High-Fidelity Neural Phonetic PosteriorgramsCameron Churchwell, Max Morrison, Bryan Pardo. 823-827 [doi]
- ISPA: Inter-Species Phonetic Alphabet for Transcribing Animal SoundsMasato Hagiwara, Marius Miron, Jen-Yu Liu. 828-832 [doi]
- Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music AudioPablo Alonso-Jiménez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martín Rocamora. 833-837 [doi]
- How Phonemes Contribute to Deep Speaker Models?Pengqi Li, Tianhao Wang, Lantian Li, Askar Hamdulla, Dong Wang 0013. 838-842 [doi]
- Regarding Topology and Adaptability in Differentiable WFST-Based E2E ASRZeyu Zhao 0004, Pinzhen Chen, Peter Bell 0001. 843-847 [doi]
- Speech Representation Analysis Based on Inter- and Intra-Model SimilaritiesYassine El Kheir, Ahmed Ali 0002, Shammur Absar Chowdhury. 848-852 [doi]
- Focal Modulation Networks for Interpretable Sound ClassificationLuca Della Libera, Cem Subakan, Mirco Ravanelli. 853-857 [doi]
- Exploring the Multidimensional Representation of Unidimensional Speech Acoustic Parameters Extracted by Deep Unsupervised ModelsMaxime Jacquelin, Maëva Garnier, Laurent Girin, Rémy Vincent, Olivier Perrotin. 858-862 [doi]
- Word-Level ASR Quality Estimation for Efficient Corpus Sampling and Post-Editing Through Analyzing Attentions of a Reference-Free MetricGolara Javadi, Kamer Ali Yuksel, Yunsu Kim 0005, Thiago Castro Ferreira, Mohamed Al-Badrashiny. 863-867 [doi]
- Exploring Dominant Paths in CTC-Like ASR Models: Unraveling the Effectiveness of Viterbi DecodingZeyu Zhao 0004, Peter Bell 0001, Ondrej Klejch. 868-872 [doi]
- Why Does Music Source Separation Benefit from Cacophony?Chang-Bin Jeon, Gordon Wichern, François G. Germain, Jonathan Le Roux. 873-877 [doi]
- Perceptual Musical Features for Interpretable Audio TaggingVassilis Lyberatos, Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou. 878-882 [doi]
- Listening Between the Lines: Synthetic Speech Detection Disregarding Verbal ContentDavide Salvi, Temesgen Semu Balcha, Paolo Bestagini, Stefano Tubaro. 883-887 [doi]