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SPECIFICTION
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Text2Song Studio

github.com

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Spec score 6.5 #123 of 123 in AI music generators

Spec sheet

Purpose
Text2Song Studio is an open-source, human-in-the-loop text-to-music platform for generation, evaluation, dataset construction, and model improvement.Read 5 Oct 2026 · github.com
Supported platforms
webRead 22 Sep 2026 · github.com
Deployment
The README provides Docker Compose deployment instructions and local frontend and backend addresses.Read 5 Oct 2026 · github.com
API
The documented REST API includes endpoints for prompts, generation, audio, feedback, datasets, and adapters.Read 5 Oct 2026 · github.com
Support
The README directs bug reports and feature requests to GitHub Issues and lists GitHub Discussions as a contact channel.Read 5 Oct 2026 · github.com
Feedback
Users can submit ratings, A/B preferences, qualitative tags, and annotations on generated music.Read 5 Oct 2026 · github.com
Hardware requirements
The README says MusicGen small needs 8 GB VRAM, MusicGen large is recommended to have 24 GB or more, and CPU inference is supported but significantly slower.Read 5 Oct 2026 · github.com
License and commercial use
The project says it is MIT-licensed and cautions that underlying model licenses may have separate commercial-use restrictions.Read 5 Oct 2026 · github.com
Model adaptation
The platform supports selecting and managing LoRA adapters during inference and parameter-efficient adapter fine-tuning.Read 5 Oct 2026 · github.com
Model support
The README lists MusicGen small, medium, and large variants and says HuggingFace-compatible MusicGen models can be used.Read 5 Oct 2026 · github.com
Prompt controls
Its prompt editor supports natural-language descriptions and structured musical attributes including style, tempo, instrumentation, and mood.Read 5 Oct 2026 · github.com
Sample comparison
It supports generating multiple samples for side-by-side audio comparison with waveform visualization.Read 5 Oct 2026 · github.com
Security and compliance
The README advises production operators to configure SSL termination, monitoring, and database and audio backups; it does not state a security certification or compliance standard.Read 5 Oct 2026 · github.com
Storage integrations
The project uses PostgreSQL for metadata and supports local or S3-compatible audio storage, including MinIO.Read 5 Oct 2026 · github.com
Training data
Collected feedback can be used to construct supervised or preference-ranking training datasets.Read 5 Oct 2026 · github.com

Where Specifiction places it

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