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[HTML][HTML] Improving learning-based birdsong classification by utilizing combined audio augmentation strategies
In ecology, changes in environmental conditions are often closely linked to shifts in species
diversity. This relationship can be investigated by analyzing avian vocalizations, which are …
diversity. This relationship can be investigated by analyzing avian vocalizations, which are …
Cross-corpora spoken language identification with domain diversification and generalization
This work addresses the cross-corpora generalization issue for the low-resourced spoken
language identification (LID) problem. We have conducted the experiments in the context of …
language identification (LID) problem. We have conducted the experiments in the context of …
Automated data augmentation for audio classification
Y Sun, K Xu, C Liu, Y Dou, H Wang… - … /ACM Transactions on …, 2024 - ieeexplore.ieee.org
Audio classification is a challenging task that requires categorizing audio data based on its
content or characteristics. Existing approaches for audio classification rely either on …
content or characteristics. Existing approaches for audio classification rely either on …
Automatic audio augmentation for requests sub-challenge
Y Sun, K Xu, C Liu, Y Dou, K Qian - Proceedings of the 31st ACM …, 2023 - dl.acm.org
This paper presents our solution for the Requests Sub-challenge of the ACM Multimedia
2023 Computational Paralinguistics Challenge. Drawing upon the framework of self …
2023 Computational Paralinguistics Challenge. Drawing upon the framework of self …
Italian speech emotion recognition
I Mantegazza, S Ntalampiras - 2023 24th International …, 2023 - ieeexplore.ieee.org
Affective computing is gaining increased interest by the scientific community in the last
decades with the acoustic modality playing a central role. This paper presents an extensive …
decades with the acoustic modality playing a central role. This paper presents an extensive …
Strumming in the Metaverse: A Deep-Learning-Enabled Virtual Air Guitar System in VR with Enhanced Chord Recognition and Simulated Pedal Effects
Virtual reality (VR) is increasingly capable and inexpensive, and VR devices have become
indispensable in many domains, such as gaming, videoconferencing, education, and …
indispensable in many domains, such as gaming, videoconferencing, education, and …
[PDF][PDF] Noisy Web Supervision for Audio Classification
T Iqbal - 2022 - openresearch.surrey.ac.uk
Audio classification and other fields of pattern recognition have developed at an astounding
pace due to advances in machine learning. The availability of training data, especially …
pace due to advances in machine learning. The availability of training data, especially …