Large Language Model Based Generative Error Correction: A Challenge and Baselines For Speech Recognition, Speaker Tagging, and Emotion Recognition

Authors: Yang, Chao-Han Huck, Park, Taejin, Gong, Yuan, Li, Yuanchao, Chen, Zhehuai, Lin, Yen-Ting, Chen, Chen, Hu, Yuchen, Dhawan, Kunal, Zelasko, Piotr, Zhang, Chao, Chen, Yun-Nung, Tsao, Yu, Balam, Jagadeesh, Ginsburg, Boris, Siniscalchi, Sabato Marco, Chng, Eng Siong, Bell, Peter, Lai, Catherine, Watanabe, Shinji, Stolcke, Andreas

Source: 2024 IEEE Spoken Language Technology Workshop (SLT) Spoken Language Technology Workshop (SLT), 2024 IEEE. :371-378 Dec, 2024

Relation: 2024 IEEE Spoken Language Technology Workshop (SLT)

FlanEC: Exploring Flan-T5 for Post-ASR Error Correction

Authors: Quatra, Moreno La, Salerno, Valerio Mario, Tsao, Yu, Siniscalchi, Sabato Marco

Source: 2024 IEEE Spoken Language Technology Workshop (SLT) Spoken Language Technology Workshop (SLT), 2024 IEEE. :608-615 Dec, 2024

Relation: 2024 IEEE Spoken Language Technology Workshop (SLT)

An Investigation of Incorporating Mamba For Speech Enhancement

Authors: Chao, Rong, Cheng, Wen-Huang, Quatra, Moreno La, Siniscalchi, Sabato Marco, Yang, Chao-Han Huck, Fu, Szu-Wei, Tsao, Yu

Source: 2024 IEEE Spoken Language Technology Workshop (SLT) Spoken Language Technology Workshop (SLT), 2024 IEEE. :302-308 Dec, 2024

Relation: 2024 IEEE Spoken Language Technology Workshop (SLT)

Exploiting Consistency-Preserving Loss and Perceptual Contrast Stretching to Boost SSL-Based Speech Enhancement

Authors: Khan, Muhammad Salman, Quatra, Moreno La, Hung, Kuo-Hsuan, Fu, Szu-Wei, Siniscalchi, Sabato Marco, Tsao, Yu

Source: 2024 IEEE 26th International Workshop on Multimedia Signal Processing (MMSP) Multimedia Signal Processing (MMSP), 2024 IEEE 26th International Workshop on. :1-6 Oct, 2024

Relation: 2024 IEEE 26th International Workshop on Multimedia Signal Processing (MMSP)

Variational Bayesian Adaptive Learning of Deep Latent Variables for Acoustic Knowledge Transfer

Authors: Hu, Hu, Siniscalchi, Sabato Marco, Yang, Chao-Han Huck, Lee, Chin-Hui

Subject Terms: Electrical Engineering and Systems Science - Audio and Speech Processing, Computer Science - Sound

Access URL: http://arxiv.org/abs/2501.15496

Summary on the Chat-Scenario Chinese Lipreading (ChatCLR) Challenge

Authors: Zhang, Chen-Yue, Chen, Hang, Du, Jun, Siniscalchi, Sabato Marco, Jiang, Ya, Lee, Chin-Hui

Source: 2024 IEEE International Conference on Multimedia and Expo Workshops (ICMEW) Multimedia and Expo Workshops (ICMEW), 2024 IEEE International Conference on. :1-6 Jul, 2024

Relation: 2024 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)

MSEMG: Surface Electromyography Denoising with a Mamba-based Efficient Network

Authors: Liu, Yu-Tung, Wang, Kuan-Chen, Chao, Rong, Siniscalchi, Sabato Marco, Yeh, Ping-Cheng, Tsao, Yu

Subject Terms: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2411.18902

Benchmarking Representations for Speech, Music, and Acoustic Events

Authors: La Quatra, Moreno, Koudounas, Alkis, Vaiani, Lorenzo, Baralis, Elena, Cagliero, Luca, Garza, Paolo, Siniscalchi, Sabato Marco

Source: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2024 IEEE International Conference on. :505-509 Apr, 2024

Relation: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)

Boosting End-to-End Multilingual Phoneme Recognition Through Exploiting Universal Speech Attributes Constraints

Authors: Yen, Hao, Siniscalchi, Sabato Marco, Lee, Chin-Hui

Source: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2024 - 2024 IEEE International Conference on. :11876-11880 Apr, 2024

Relation: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

The Multimodal Information Based Speech Processing (MISP) 2023 Challenge: Audio-Visual Target Speaker Extraction

Authors: Wu, Shilong, Wang, Chenxi, Chen, Hang, Dai, Yusheng, Zhang, Chenyue, Wang, Ruoyu, Lan, Hongbo, Du, Jun, Lee, Chin-Hui, Chen, Jingdong, Siniscalchi, Sabato Marco, Scharenborg, Odette, Wang, Zhong-Qiu, Pan, Jia, Gao, Jianqing

Source: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2024 - 2024 IEEE International Conference on. :8351-8355 Apr, 2024

Relation: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

An Explicit Consistency-Preserving Loss Function for Phase Reconstruction and Speech Enhancement

Authors: Ku, Pin-Jui, Ho, Chun-Wei, Yen, Hao, Siniscalchi, Sabato Marco, Lee, Chin-Hui

Subject Terms: Electrical Engineering and Systems Science - Audio and Speech Processing, Computer Science - Sound

Access URL: http://arxiv.org/abs/2409.16282

Exploiting Foundation Models and Speech Enhancement for Parkinson's Disease Detection from Speech in Real-World Operative Conditions

Authors: La Quatra, Moreno, Turco, Maria Francesca, Svendsen, Torbjørn, Salvi, Giampiero, Orozco-Arroyave, Juan Rafael, Siniscalchi, Sabato Marco

Subject Terms: Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2406.16128

Speech Analysis of Language Varieties in Italy

Authors: La Quatra, Moreno, Koudounas, Alkis, Baralis, Elena, Siniscalchi, Sabato Marco

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2406.15862

Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition

Authors: Yen, Hao, Ku, Pin-Jui, Siniscalchi, Sabato Marco, Lee, Chin-Hui

Subject Terms: Electrical Engineering and Systems Science - Audio and Speech Processing, Computer Science - Computation and Language, Computer Science - Sound

Access URL: http://arxiv.org/abs/2406.02488

Inference and Denoise: Causal Inference-Based Neural Speech Enhancement

Authors: Hsieh, Tsun-An, Yang, Chao-Han Huck, Chen, Pin-Yu, Siniscalchi, Sabato Marco, Tsao, Yu

Source: 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP) Machine Learning for Signal Processing (MLSP), 2023 IEEE 33rd International Workshop on. :1-6 Sep, 2023

Relation: 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP)

Summary on the Multimodal Information-Based Speech Processing (MISP) 2023 Challenge

Authors: Chen, Hang, Wu, Shilong, Wang, Chenxi, Du, Jun, Lee, Chin-Hui, Siniscalchi, Sabato Marco, Watanabe, Shinji, Chen, Jingdong, Scharenborg, Odette, Wang, Zhong-Qiu, Yin, Bao-Cai, Pan, Jia

Source: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2024 IEEE International Conference on. :123-124 Apr, 2024

Relation: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)

It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition

Authors: Chen, Chen, Li, Ruizhe, Hu, Yuchen, Siniscalchi, Sabato Marco, Chen, Pin-Yu, Chng, Ensiong, Yang, Chao-Han Huck

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Multimedia, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2402.05457

Bayesian adaptive learning to latent variables via Variational Bayes and Maximum a Posteriori

Authors: Hu, Hu, Siniscalchi, Sabato Marco, Lee, Chin-Hui

Subject Terms: Electrical Engineering and Systems Science - Audio and Speech Processing, Computer Science - Sound

Access URL: http://arxiv.org/abs/2401.13766

An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition

Authors: Yang, Chao-Han Huck, Chen, I-Fan, Stolcke, Andreas, Siniscalchi, Sabato Marco, Lee, Chin-Hui

Source: 2022 IEEE Spoken Language Technology Workshop (SLT) Spoken Language Technology Workshop (SLT), 2023 IEEE. :1074-1080 Jan, 2023

Relation: 2022 IEEE Spoken Language Technology Workshop (SLT)

An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition

Authors: Yang, Chao-Han Huck, Qi, Jun, Siniscalchi, Sabato Marco, Lee, Chin-Hui

Source: 2022 13th International Symposium on Chinese Spoken Language Processing (ISCSLP) Chinese Spoken Language Processing (ISCSLP), 2022 13th International Symposium on. :1-5 Dec, 2022

Relation: 2022 13th International Symposium on Chinese Spoken Language Processing (ISCSLP)