sonic
Datasets
All datasets matching “sonic”sonics
SONICS: Synthetic Or Not - Identifying Counterfeit Songs
ICLR 2025 [Poster]
📌 Abstract
The recent surge in AI-generated songs presents exciting possibilities and challenges. These innovations necessitate the ability to distinguish between human-composed and synthetic songs to safeguard artistic integrity and protect human musical artistry. Existing research and datasets in fake song detection only focus on singing voice deepfake detection (SVDD), where the… See the full description on the dataset page: https://huggingface.co/datasets/awsaf49/sonics.SonicMasterDatasetThe SonicMaster dataset is a large collection of paired degraded and high-quality music tracks, introduced in the paper SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering.
This dataset was constructed by applying nineteen degradation functions belonging to five enhancement groups: equalization, dynamics, reverb, amplitude, and stereo. It is designed to train unified generative models for music restoration and mastering. The original music files were sourced from the… See the full description on the dataset page: https://huggingface.co/datasets/amaai-lab/SonicMasterDataset.SonicBench
SonicBench: Dissecting the Physical Perception Bottleneck in Large Audio Language Models
12 physical attributes, 5 perceptual dimensions, 2 task types - dissecting the physical perception bottleneck of Large Audio Language Models.
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Paper
TL;DR. SonicBench is a psychophysically grounded benchmark that probes physical audio perception rather than semantics:12… See the full description on the dataset page: https://huggingface.co/datasets/YirongSun/SonicBench.fsvgkc