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Audio and Speech Processing

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Total of 65 entries : 1-50 51-65
Showing up to 50 entries per page: fewer | more | all

Fri, 17 Jan 2025 (showing 10 of 10 entries )

[1] arXiv:2501.09394 [pdf, html, other]
Title: Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments
Minh K. Quan, Mayuri Wijayasundara, Sujeeva Setunge, Pubudu N. Pathirana
Comments: 5 pages, 4 figures
Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Performance (cs.PF); Sound (cs.SD)
[2] arXiv:2501.09169 [pdf, html, other]
Title: Beyond Speaker Identity: Text Guided Target Speech Extraction
Mingyue Huo, Abhinav Jain, Cong Phuoc Huynh, Fanjie Kong, Pichao Wang, Zhu Liu, Vimal Bhat
Comments: Accepted by ICASSP 2025
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[3] arXiv:2501.09159 [pdf, html, other]
Title: Towards detecting the pathological subharmonic voicing with fully convolutional neural networks
Takeshi Ikuma, Melda Kunduk, Brad Story, Andrew J. McWhorter
Comments: 9 pages, 8 figures, submitted to IEEE Trans. Audio Speech Lang. Process
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[4] arXiv:2501.09113 [pdf, other]
Title: persoDA: Personalized Data Augmentation forPersonalized ASR
Pablo Peso Parada, Spyros Fontalis, Md Asif Jalal, Karthikeyan Saravanan, Anastasios Drosou, Mete Ozay, Gil Ho Lee, Jungin Lee, Seokyeong Jung
Comments: Accepted at ICASSP 2025; "\c{opyright} 20XX IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of ..."
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[5] arXiv:2501.09608 (cross-list from cs.SD) [pdf, html, other]
Title: Metric Learning with Progressive Self-Distillation for Audio-Visual Embedding Learning
Donghuo Zeng, Kazushi Ikeda
Comments: 5 pages, 3 figures, 2 tables. Accepted by ICASSP 2025
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)
[6] arXiv:2501.09506 (cross-list from cs.LG) [pdf, other]
Title: Multimodal Marvels of Deep Learning in Medical Diagnosis: A Comprehensive Review of COVID-19 Detection
Md Shofiqul Islama, Khondokar Fida Hasanc, Hasibul Hossain Shajeebd, Humayan Kabir Ranae, Md Saifur Rahmand, Md Munirul Hasanb, AKM Azadf, Ibrahim Abdullahg, Mohammad Ali Moni
Comments: 43 pages
Subjects: Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS); Image and Video Processing (eess.IV)
[7] arXiv:2501.09291 (cross-list from cs.MM) [pdf, html, other]
Title: LAVCap: LLM-based Audio-Visual Captioning using Optimal Transport
Kyeongha Rho, Hyeongkeun Lee, Valentio Iverson, Joon Son Chung
Comments: 5 pages, 2 figures; Accepted to ICASSP 2025
Subjects: Multimedia (cs.MM); Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[8] arXiv:2501.09258 (cross-list from cs.CL) [pdf, html, other]
Title: Delayed Fusion: Integrating Large Language Models into First-Pass Decoding in End-to-end Speech Recognition
Takaaki Hori, Martin Kocour, Adnan Haider, Erik McDermott, Xiaodan Zhuang
Comments: Accepted to ICASSP2025
Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[9] arXiv:2501.09229 (cross-list from cs.LG) [pdf, html, other]
Title: Tessellated Linear Model for Age Prediction from Voice
Dareen Alharthi, Mahsa Zamani, Bhiksha Raj, Rita Singh
Subjects: Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[10] arXiv:2501.09104 (cross-list from cs.SD) [pdf, html, other]
Title: A Non-autoregressive Model for Joint STT and TTS
Vishal Sunder, Brian Kingsbury, George Saon, Samuel Thomas, Slava Shechtman Hagai Aronowitz, Eric Fosler-Lussier, Luis Lastras
Comments: 5 pages, 3 figures, 3 tables
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)

Thu, 16 Jan 2025 (showing 10 of 10 entries )

[11] arXiv:2501.08791 [pdf, html, other]
Title: Speech Synthesis along Perceptual Voice Quality Dimensions
Frederik Rautenberg, Michael Kuhlmann, Fritz Seebauer, Jana Wiechmann, Petra Wagner, Reinhold Haeb-Umbach
Comments: Accepted by ICASSP 2025
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[12] arXiv:2501.08616 [pdf, html, other]
Title: IITKGP-ABSP Submission to LRE22: Language Recognition in Low-Resource Settings
Spandan Dey, Md Sahidullah, Goutam Saha
Comments: Submission description for NIST LRE 2022
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[13] arXiv:2501.08421 [pdf, html, other]
Title: SEAL: Speaker Error Correction using Acoustic-conditioned Large Language Models
Anurag Kumar, Rohit Paturi, Amber Afshan, Sundararajan Srinivasan
Comments: Accepted at ICASSP 2025
Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Sound (cs.SD)
[14] arXiv:2501.08921 (cross-list from cs.SD) [pdf, html, other]
Title: Discrimination loss vs. SRT: A model-based approach towards harmonizing speech test interpretations
Mareike Buhl, Eugen Kludt, Lena Schell-Majoor, Paul Avan, Marta Campi
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS); Medical Physics (physics.med-ph)
[15] arXiv:2501.08809 (cross-list from cs.SD) [pdf, html, other]
Title: XMusic: Towards a Generalized and Controllable Symbolic Music Generation Framework
Sida Tian, Can Zhang, Wei Yuan, Wei Tan, Wenjie Zhu
Comments: accepted by TMM
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[16] arXiv:2501.08693 (cross-list from eess.SP) [pdf, html, other]
Title: Subject Disentanglement Neural Network for Speech Envelope Reconstruction from EEG
Li Zhang, Jiyao Liu
Subjects: Signal Processing (eess.SP); Human-Computer Interaction (cs.HC); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[17] arXiv:2501.08691 (cross-list from cs.SD) [pdf, html, other]
Title: Adaptive Data Augmentation with NaturalSpeech3 for Far-field Speaker Verification
Li Zhang, Jiyao Liu, Lei Xie
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[18] arXiv:2501.08587 (cross-list from cs.AI) [pdf, html, other]
Title: Sound Scene Synthesis at the DCASE 2024 Challenge
Mathieu Lagrange, Junwon Lee, Modan Tailleur, Laurie M. Heller, Keunwoo Choi, Brian McFee, Keisuke Imoto, Yuki Okamoto
Subjects: Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[19] arXiv:2501.08566 (cross-list from cs.SD) [pdf, html, other]
Title: Towards Lightweight and Stable Zero-shot TTS with Self-distilled Representation Disentanglement
Qianniu Chen, Xiaoyang Hao, Bowen Li, Yue Liu, Li Lu
Comments: 5 pages,4 figures
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[20] arXiv:2501.08468 (cross-list from cs.CL) [pdf, html, other]
Title: Selective Attention Merging for low resource tasks: A case study of Child ASR
Natarajan Balaji Shankar, Zilai Wang, Eray Eren, Abeer Alwan
Comments: To appear in ICASSP 2025
Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)

Wed, 15 Jan 2025 (showing 8 of 8 entries )

[21] arXiv:2501.08129 [pdf, html, other]
Title: Automatic Live Music Song Identification Using Multi-level Deep Sequence Similarity Learning
Aapo Hakala, Trevor Kincy, Tuomas Virtanen
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[22] arXiv:2501.08124 [pdf, other]
Title: Neural Speech Tracking in a Virtual Acoustic Environment: Audio-Visual Benefit for Unscripted Continuous Speech
Mareike Daeglau, Juergen Otten, Giso Grimm, Bojana Mirkovic, Volker Hohmann, Stefan Debener
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[23] arXiv:2501.08104 [pdf, html, other]
Title: Loudspeaker Beamforming to Enhance Speech Recognition Performance of Voice Driven Applications
Dimme de Groot, Baturalp Karslioglu, Odette Scharenborg, Jorge Martinez
Comments: To appear at ICASSP 2025
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[24] arXiv:2501.08057 [pdf, html, other]
Title: Optimizing Speech Multi-View Feature Fusion through Conditional Computation
Weiqiao Shan, Yuhao Zhang, Yuchen Han, Bei Li, Xiaofeng Zhao, Yuang Li, Min Zhang, Hao Yang, Tong Xiao, Jingbo Zhu
Comments: ICASSP 2025
Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Sound (cs.SD)
[25] arXiv:2501.08047 [pdf, html, other]
Title: Gen-A: Generalizing Ambisonics Neural Encoding to Unseen Microphone Arrays
Mikko Heikkinen, Archontis Politis, Konstantinos Drossos, Tuomas Virtanen
Comments: Accepted for publication in Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[26] arXiv:2501.08238 (cross-list from cs.SD) [pdf, html, other]
Title: CodecFake-Omni: A Large-Scale Codec-based Deepfake Speech Dataset
Jiawei Du, Xuanjun Chen, Haibin Wu, Lin Zhang, I-Ming Lin, I-Hsiang Chiu, Wenze Ren, Yuan Tseng, Yu Tsao, Jyh-Shing Roger Jang, Hung-yi Lee
Comments: Work in Progress: The first two authors contributed equally to this work. Their names are listed alphabetically by first name
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[27] arXiv:2501.08137 (cross-list from cs.CV) [pdf, html, other]
Title: Audio-visual Deepfake Detection With Local Temporal Inconsistencies
Marcella Astrid, Enjie Ghorbel, Djamila Aouada
Comments: Accepted in ICASSP 2025
Subjects: Computer Vision and Pattern Recognition (cs.CV); Cryptography and Security (cs.CR); Multimedia (cs.MM); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[28] arXiv:2501.07897 (cross-list from cs.SD) [pdf, html, other]
Title: Bridge-SR: Schr\"odinger Bridge for Efficient SR
Chang Li, Zehua Chen, Fan Bao, Jun Zhu
Comments: Accepted at ICASSP 2025
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)

Tue, 14 Jan 2025 (showing 22 of 22 entries )

[29] arXiv:2501.07524 [pdf, html, other]
Title: Completing Sets of Prototype Transfer Functions for Subspace-based Direction of Arrival Estimation of Multiple Speakers
Daniel Fejgin, Simon Doclo
Comments: Accepted for ICASSP 2025
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD); Signal Processing (eess.SP)
[30] arXiv:2501.07215 [pdf, html, other]
Title: Microphone Array Signal Processing and Deep Learning for Speech Enhancement
Reinhold Haeb-Umbach, Tomohiro Nakatani, Marc Delcroix, Christoph Boeddeker, Tsubasa Ochiai
Comments: Accepted for IEEE Signal Processing Magazine
Journal-ref: IEEE Signal Processing Magazine, vol. 41, no. 6, pp. 12-23, Nov. 2024
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD); Signal Processing (eess.SP)
[31] arXiv:2501.06810 [pdf, html, other]
Title: Improving Cross-Lingual Phonetic Representation of Low-Resource Languages Through Language Similarity Analysis
Minu Kim, Kangwook Jang, Hoirin Kim
Comments: 10 pages, 5 figures, accepted to ICASSP 2025
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)
[32] arXiv:2501.06727 [pdf, html, other]
Title: Integrating Pause Information with Word Embeddings in Language Models for Alzheimer's Disease Detection from Spontaneous Speech
Yu Pu, Wei-Qiang Zhang
Comments: accepted by ICASSP2025. Copyright 2025 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[33] arXiv:2501.06562 [pdf, other]
Title: Discrete Speech Unit Extraction via Independent Component Analysis
Tomohiko Nakamura, Kwanghee Choi, Keigo Hojo, Yoshiaki Bando, Satoru Fukayama, Shinji Watanabe
Comments: Accepted to ICASSP 2025 SALMA Workshop. Code available at this https URL
Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Sound (cs.SD)
[34] arXiv:2501.06530 [pdf, html, other]
Title: Multi-modal Speech Enhancement with Limited Electromyography Channels
Fuyuan Feng, Longting Xu, Rohan Kumar Das
Comments: Accepted by ICASSP 2025
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[35] arXiv:2501.06478 [pdf, html, other]
Title: Speech Recognition for Automatically Assessing Afrikaans and isiXhosa Preschool Oral Narratives
Christiaan Jacobs, Annelien Smith, Daleen Klop, Ondřej Klejch, Febe de Wet, Herman Kamper
Comments: Accepted to ICASSP 2025
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)
[36] arXiv:2501.06474 [pdf, html, other]
Title: The 1st SpeechWellness Challenge: Detecting Suicidal Risk Among Adolescents
Wen Wu, Ziyun Cui, Chang Lei, Yinan Duan, Diyang Qu, Ji Wu, Bowen Zhou, Runsen Chen, Chao Zhang
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[37] arXiv:2501.06320 [pdf, html, other]
Title: TTS-Transducer: End-to-End Speech Synthesis with Neural Transducer
Vladimir Bataev, Subhankar Ghosh, Vitaly Lavrukhin, Jason Li
Comments: Accepted by ICASSP 2025
Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Sound (cs.SD)
[38] arXiv:2501.07557 (cross-list from cs.SD) [pdf, html, other]
Title: Decoding Musical Evolution Through Network Science
Niccolo' Di Marco, Edoardo Loru, Alessandro Galeazzi, Matteo Cinelli, Walter Quattrociocchi
Subjects: Sound (cs.SD); Computers and Society (cs.CY); Audio and Speech Processing (eess.AS); Physics and Society (physics.soc-ph)
[39] arXiv:2501.07474 (cross-list from cs.SD) [pdf, html, other]
Title: Estimating Musical Surprisal in Audio
Mathias Rose Bjare, Giorgia Cantisani, Stefan Lattner, Gerhard Widmer
Comments: 5 pages, 2 figures, 1 table. Accepted at the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), Hyderabad, India
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[40] arXiv:2501.07329 (cross-list from cs.SD) [pdf, html, other]
Title: Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding
Jiliang Hu, Zuchao Li, Mengjia Shen, Haojun Ai, Sheng Li, Jun Zhang
Comments: 5 pages, 2 figures, accepted by ICASSP 2025
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[41] arXiv:2501.07246 (cross-list from cs.SD) [pdf, html, other]
Title: Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model
Ziyang Ma, Zhuo Chen, Yuping Wang, Eng Siong Chng, Xie Chen
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)
[42] arXiv:2501.07102 (cross-list from cs.CL) [pdf, html, other]
Title: AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR
The Chuong Chu, Vu Tuan Dat Pham, Kien Dao, Hoang Nguyen, Quoc Hung Truong
Comments: Accepted at ICASSP 2025
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[43] arXiv:2501.07088 (cross-list from cs.AI) [pdf, html, other]
Title: MathReader : Text-to-Speech for Mathematical Documents
Sieun Hyeon, Kyudan Jung, Nam-Joon Kim, Hyun Gon Ryu, Jaeyoung Do
Comments: Accepted at ICASSP 2025
Subjects: Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[44] arXiv:2501.06959 (cross-list from cs.SD) [pdf, html, other]
Title: Sanidha: A Studio Quality Multi-Modal Dataset for Carnatic Music
Venkatakrishnan Vaidyanathapuram Krishnan, Noel Alben, Anish Nair, Nathaniel Condit-Schultz
Comments: Accepted to the 25th International Society for Music Information Retrieval Conference (ISMIR 2024)
Subjects: Sound (cs.SD); Digital Libraries (cs.DL); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[45] arXiv:2501.06514 (cross-list from cs.SD) [pdf, html, other]
Title: Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set Condition
Yuankun Xie, Xiaopeng Wang, Zhiyong Wang, Ruibo Fu, Zhengqi Wen, Songjun Cao, Long Ma, Chenxing Li, Haonnan Cheng, Long Ye
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[46] arXiv:2501.06394 (cross-list from cs.SD) [pdf, html, other]
Title: Unispeaker: A Unified Approach for Multimodality-driven Speaker Generation
Zhengyan Sheng, Zhihao Du, Heng Lu, Shiliang Zhang, Zhen-Hua Ling
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[47] arXiv:2501.06282 (cross-list from cs.CL) [pdf, html, other]
Title: MinMo: A Multimodal Large Language Model for Seamless Voice Interaction
Qian Chen, Yafeng Chen, Yanni Chen, Mengzhe Chen, Yingda Chen, Chong Deng, Zhihao Du, Ruize Gao, Changfeng Gao, Zhifu Gao, Yabin Li, Xiang Lv, Jiaqing Liu, Haoneng Luo, Bin Ma, Chongjia Ni, Xian Shi, Jialong Tang, Hui Wang, Hao Wang, Wen Wang, Yuxuan Wang, Yunlan Xu, Fan Yu, Zhijie Yan, Yexin Yang, Baosong Yang, Xian Yang, Guanrou Yang, Tianyu Zhao, Qinglin Zhang, Shiliang Zhang, Nan Zhao, Pei Zhang, Chong Zhang, Jinren Zhou
Comments: Work in progress. Authors are listed in alphabetical order by family name
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[48] arXiv:2501.06276 (cross-list from cs.SD) [pdf, html, other]
Title: PROEMO: Prompt-Driven Text-to-Speech Synthesis Based on Emotion and Intensity Control
Shaozuo Zhang, Ambuj Mehrish, Yingting Li, Soujanya Poria
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[49] arXiv:2501.06229 (cross-list from cs.CV) [pdf, other]
Title: Open-Source Manually Annotated Vocal Tract Database for Automatic Segmentation from 3D MRI Using Deep Learning: Benchmarking 2D and 3D Convolutional and Transformer Networks
Subin Erattakulangara, Karthika Kelat, Katie Burnham, Rachel Balbi, Sarah E. Gerard, David Meyer, Sajan Goud Lingala
Subjects: Computer Vision and Pattern Recognition (cs.CV); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[50] arXiv:2501.06215 (cross-list from cs.CV) [pdf, html, other]
Title: Fitting Different Interactive Information: Joint Classification of Emotion and Intention
Xinger Li, Zhiqiang Zhong, Bo Huang, Yang Yang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Machine Learning (cs.LG); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)
Total of 65 entries : 1-50 51-65
Showing up to 50 entries per page: fewer | more | all