AI Music Generation Web App with AudioLDM 2 and PyTorchAI Music Generation Web App with AudioLDM 2 and PyTorch
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Aikaksh Singh Routela
• Sep 30
AI Music Generator with AudioLDM 2
Built a text-to-music generation web application that allows users to create custom 30-second audio clips based on genre and instrument prompts.
The Challenge: Running large audio diffusion models typically requires high-end cloud GPUs. The Solution: I engineered this to run entirely on consumer hardware (GTX 1660 6GB) by implementing PyTorch optimizations including FP16 half-precision and memory-efficient inference.
Key Tech: Python, PyTorch, AudioLDM 2, Streamlit, Librosa (for waveform visualization).
Check out the live demo and GitHub repository linked below. Github link :- https://github.com/Aikaksh-Singh-Routela Live demo link :- https://ai-music-generator-eetwz9msem5mqtjptf9hol.streamlit.app/
Completed work
AI DevelopmentAI Engineer Data Systems DesignGitPythonStreamlit
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