Ross ROSS = Recommend OSS · open-source software intelligence for agents

HeartMuLa/heartlib

HeartMuLa Official Repo: The Most Powerful Open-Source Music Generation Model of 2026 observed · 2026-08-28

github.com/HeartMuLa/heartlib · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

50/100

  • Activity 76
  • Release rhythm 35
  • Longevity 16

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 230
  • days_rel: n/a
  • days_push: 145
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

3749 stars · 450 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

HeartMuLa is a family of open-source music foundation models that generate music conditioned on lyrics and tags with multilingual support. The repo also includes HeartCodec (a music codec), HeartTranscriptor (lyrics transcription), and HeartCLAP (audio-text alignment for cross-modal retrieval).

Use cases

  • generate songs from lyrics and style tags
  • create multilingual AI music with controllable lyrics
  • transcribe lyrics from audio recordings
  • encode and decode music with a high-fidelity neural codec
  • build cross-modal music search with audio-text embeddings
  • benchmark AI music generation models

When to choose

  • you need open-source, lyrics-conditioned music generation with multilingual support
  • you want state-of-the-art open music quality comparable to commercial services
  • you need companion tools for lyrics transcription or music retrieval embeddings

When to avoid

  • you need lightweight real-time music synthesis on CPU
  • you only need simple MIDI or symbolic music generation
  • you lack GPU resources for large 3B+ parameter models

Facets

library · maturity active

machine-learning deep-learning audio-processing llm-inference speech-recognition artificial-intelligence deep-learning python cross-platform music-generation music-codec lyrics-to-song text-to-music audio-text-alignment lyrics-transcription foundation-model audio natural-language-processing gpu

1 source

Member repositories

RepositoryRoleHealth v2
HeartMuLa/heartlibmain50

For agents

markdown · JSON · MCP: product_card(name="HeartMuLa/heartlib")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem