Classification Of Spontaneous And Scripted Speech For Multilingual Audio

Authors: Elisha, Shahar, McDowell, Andrew, Beguerisse-Diaz, Mariano, Benetos, Emmanouil

Source: 2024 IEEE Spoken Language Technology Workshop (SLT) Spoken Language Technology Workshop (SLT), 2024 IEEE. :489-495 Dec, 2024

Relation: 2024 IEEE Spoken Language Technology Workshop (SLT)

YuE: Scaling Open Foundation Models for Long-Form Music Generation

Authors: Yuan, Ruibin, Lin, Hanfeng, Guo, Shuyue, Zhang, Ge, Pan, Jiahao, Zang, Yongyi, Liu, Haohe, Liang, Yiming, Ma, Wenye, Du, Xingjian, Du, Xinrun, Ye, Zhen, Zheng, Tianyu, Ma, Yinghao, Liu, Minghao, Tian, Zeyue, Zhou, Ziya, Xue, Liumeng, Qu, Xingwei, Li, Yizhi, Wu, Shangda, Shen, Tianhao, Ma, Ziyang, Zhan, Jun, Wang, Chunhui, Wang, Yatian, Chi, Xiaowei, Zhang, Xinyue, Yang, Zhenzhu, Wang, Xiangzhou, Liu, Shansong, Mei, Lingrui, Li, Peng, Wang, Junjie, Yu, Jianwei, Pang, Guojian, Li, Xu, Wang, Zihao, Zhou, Xiaohuan, Yu, Lijun, Benetos, Emmanouil, Chen, Yong, Lin, Chenghua, Chen, Xie, Xia, Gus, Zhang, Zhaoxiang, Zhang, Chao, Chen, Wenhu, Zhou, Xinyu, Qiu, Xipeng, Dannenberg, Roger, Liu, Jiaheng, Yang, Jian, Huang, Wenhao, Xue, Wei, Tan, Xu, Guo, Yike

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

Access URL: http://arxiv.org/abs/2503.08638

Audio-FLAN: A Preliminary Release

Authors: Xue, Liumeng, Zhou, Ziya, Pan, Jiahao, Li, Zixuan, Fan, Shuai, Ma, Yinghao, Cheng, Sitong, Yang, Dongchao, Guo, Haohan, Xiao, Yujia, Wang, Xinsheng, Shen, Zixuan, Zhu, Chuanbo, Zhang, Xinshen, Liu, Tianchi, Yuan, Ruibin, Tian, Zeyue, Liu, Haohe, Benetos, Emmanouil, Zhang, Ge, Guo, Yike, Xue, Wei

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

Access URL: http://arxiv.org/abs/2502.16584

LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging

Authors: Singh, Shubhr, Benetos, Emmanouil, Phan, Huy, Stowell, Dan

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

Access URL: http://arxiv.org/abs/2501.03464

YourMT3+: Multi-Instrument Music Transcription with Enhanced Transformer Architectures and Cross-Dataset STEM Augmentation

Authors: Chang, Sungkyun, Benetos, Emmanouil, Kirchhoff, Holger, Dixon, Simon

Source: 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP) Machine Learning for Signal Processing (MLSP), 2024 IEEE 34th International Workshop on. :1-6 Sep, 2024

Relation: 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP)

Towards Building an End-to-End Multilingual Automatic Lyrics Transcription Model

Authors: Huang, Jiawen, Benetos, Emmanouil

Source: 2024 32nd European Signal Processing Conference (EUSIPCO) European Signal Processing Conference (EUSIPCO), 2024 32nd. :146-150 Aug, 2024

Relation: 2024 32nd European Signal Processing Conference (EUSIPCO)

Mind the Domain Gap: A Systematic Analysis on Bioacoustic Sound Event Detection

Authors: Liang, Jinhua, Nolasco, Ines, Ghani, Burooj, Phan, Huy, Benetos, Emmanouil, Stowell, Dan

Source: 2024 32nd European Signal Processing Conference (EUSIPCO) European Signal Processing Conference (EUSIPCO), 2024 32nd. :1257-1261 Aug, 2024

Relation: 2024 32nd European Signal Processing Conference (EUSIPCO)

ST-ITO: Controlling Audio Effects for Style Transfer with Inference-Time Optimization

Authors: Steinmetz, Christian J., Singh, Shubhr, Comunità, Marco, Ibnyahya, Ilias, Yuan, Shanxin, Benetos, Emmanouil, Reiss, Joshua D.

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

Access URL: http://arxiv.org/abs/2410.21233

GraFPrint: A GNN-Based Approach for Audio Identification

Authors: Bhattacharjee, Aditya, Singh, Shubhr, Benetos, Emmanouil

Subject Terms: Computer Science - Sound, Computer Science - Information Retrieval, Electrical Engineering and Systems Science - Audio and Speech Processing, H.5.5, I.2.6

Access URL: http://arxiv.org/abs/2410.10994

Learning from Taxonomy: Multi-Label Few-Shot Classification for Everyday Sound Recognition

Authors: Liang, Jinhua, Phan, Huy, Benetos, Emmanouil

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. :771-775 Apr, 2024

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

Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models

Authors: Postolache, Emilian, Mariani, Giorgio, Cosmo, Luca, Benetos, Emmanouil, Rodola, Emanuele

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. :6980-6984 Apr, 2024

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

Mertech: Instrument Playing Technique Detection Using Self-Supervised Pretrained Model with Multi-Task Finetuning

Authors: Li, Dichucheng, Ma, Yinghao, Wei, Weixing, Kong, Qiuqiang, Wu, Yulun, Che, Mingjin, Xia, Fan, Benetos, Emmanouil, Li, Wei

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. :521-525 Apr, 2024

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

OmniBench: Towards The Future of Universal Omni-Language Models

Authors: Li, Yizhi, Zhang, Ge, Ma, Yinghao, Yuan, Ruibin, Zhu, Kang, Guo, Hangyu, Liang, Yiming, Liu, Jiaheng, Wang, Zekun, Yang, Jian, Wu, Siwei, Qu, Xingwei, Shi, Jinjie, Zhang, Xinyue, Yang, Zhenzhu, Wang, Xiangzhou, Zhang, Zhaoxiang, Liu, Zachary, Benetos, Emmanouil, Huang, Wenhao, Lin, Chenghua

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2409.15272

LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging

Authors: Papaioannou, Charilaos, Benetos, Emmanouil, Potamianos, Alexandros

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

Access URL: http://arxiv.org/abs/2409.11264

Acoustic identification of individual animals with hierarchical contrastive learning

Authors: Nolasco, Ines, Moummad, Ilyass, Stowell, Dan, Benetos, Emmanouil

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

Access URL: http://arxiv.org/abs/2409.08673

Domain-Invariant Representation Learning of Bird Sounds

Authors: Moummad, Ilyass, Serizel, Romain, Benetos, Emmanouil, Farrugia, Nicolas

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

Access URL: http://arxiv.org/abs/2409.08589

Foundation Models for Music: A Survey

Authors: Ma, Yinghao, Øland, Anders, Ragni, Anton, Del Sette, Bleiz MacSen, Saitis, Charalampos, Donahue, Chris, Lin, Chenghua, Plachouras, Christos, Benetos, Emmanouil, Shatri, Elona, Morreale, Fabio, Zhang, Ge, Fazekas, György, Xia, Gus, Zhang, Huan, Manco, Ilaria, Huang, Jiawen, Guinot, Julien, Lin, Liwei, Marinelli, Luca, Lam, Max W. Y., Sharma, Megha, Kong, Qiuqiang, Dannenberg, Roger B., Yuan, Ruibin, Wu, Shangda, Wu, Shih-Lun, Dai, Shuqi, Lei, Shun, Kang, Shiyin, Dixon, Simon, Chen, Wenhu, Huang, Wenhao, Du, Xingjian, Qu, Xingwei, Tan, Xu, Li, Yizhi, Tian, Zeyue, Wu, Zhiyong, Wu, Zhizheng, Ma, Ziyang, Wang, Ziyu

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

Access URL: http://arxiv.org/abs/2408.14340

MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models

Authors: Weck, Benno, Manco, Ilaria, Benetos, Emmanouil, Quinton, Elio, Fazekas, George, Bogdanov, Dmitry

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

Access URL: http://arxiv.org/abs/2408.01337

Can LLMs 'Reason' in Music? An Evaluation of LLMs' Capability of Music Understanding and Generation

Authors: Zhou, Ziya, Wu, Yuhang, Wu, Zhiyue, Zhang, Xinyue, Yuan, Ruibin, Ma, Yinghao, Wang, Lu, Benetos, Emmanouil, Xue, Wei, Guo, Yike

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

Access URL: http://arxiv.org/abs/2407.21531

Learning Music Representations with wav2vec 2.0

Authors: Ragano, Alessandro, Benetos, Emmanouil, Hines, Andrew

Source: 2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS) Artificial Intelligence and Cognitive Science (AICS), 2023 31st Irish Conference on. :1-6 Dec, 2023

Relation: 2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS)