SRC-gAudio: Sampling-Rate-Controlled Audio Generation
<|reference_start|>SRC-gAudio: Sampling-Rate-Controlled Audio Generation: We introduce SRC-gAudio, a novel audio generation model designed to facilitate text-to-audio generation across a wide range of sampling rates within a single model architecture. SRC-gAudio incorporates the sampling rate as part of the generation condition to guide the diffusion-based audio generation process. Our model enables the generation of audio at multiple sampling rates with a single unified model. Furthermore, we explore the potential benefits of large-scale, low-sampling-rate data in enhancing the generation quality of high-sampling-rate audio. Through extensive experiments, we demonstrate that SRC-gAudio effectively generates audio under controlled sampling rates. Additionally, our results indicate that pre-training on low-sampling-rate data can lead to significant improvements in audio quality across various metrics.<|reference_end|>
@article{li2024src-gaudio:,
    title={SRC-gAudio: Sampling-Rate-Controlled Audio Generation},
    author={Chenxing Li, Manjie Xu, Dong Yu},
    journal={arXiv preprint arXiv:2410.06544},
    year={2024},
    archivePrefix={arXiv},
    eprint={2410.06544},
    primaryClass={cs.SD eess.AS}
}