10

[4] Jort F Gemmeke, Daniel PW Ellis, Dylan Freedman, Aren Jansen, Wade Lawrence, R Chan-
ning Moore, Manoj Plakal, and Marvin Ritter. Audio set: An ontology and human-labeled
In 2017 IEEE international conference on acoustics, speech and
dataset for audio events.
signal processing (ICASSP), pages 776–780. IEEE, 2017.

[5] Tiankai Hang, Shuyang Gu, Chen Li, Jianmin Bao, Dong Chen, Han Hu, Xin Geng, and

Baining Guo. Efﬁcient diffusion training via min-snr weighting strategy, 2023.

[6] Jonathan Ho and Tim Salimans. Classiﬁer-free diffusion guidance. NeurIPS 2021 Workshop

on Deep Generative Models and Downstream Applications, 2021.

[7] Rongjie Huang, Max WY Lam, Jun Wang, Dan Su, Dong Yu, Yi Ren, and Zhou Zhao. Fast-
diff: A fast conditional diffusion model for high-quality speech synthesis. arXiv preprint
arXiv:2204.09934, 2022.
Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model