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

Text-to-Audio/AudioLCM

PyTorch Implementation of AudioLCM (ACM-MM'24): a efficient and high-quality text-to-audio generation with latent consistency model. observed · 2026-08-28

github.com/Text-to-Audio/AudioLCM · Python observed · 2026-08-28

Health v2 · maintenance only

37/100

  • Activity 29
  • Release rhythm 35
  • Longevity 58

Flags: no_releases no_license

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: 823
  • days_rel: n/a
  • days_push: 428
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1165 stars · 158 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

AudioLCM is a PyTorch implementation of an ACM-MM'24 paper for efficient, high-quality text-to-audio generation using latent consistency models. It includes pretrained models and inference APIs for generating audio from text prompts.

Use cases

  • generate audio from a text description
  • create sound effects from prompts
  • batch generate audio samples for multiple prompts
  • research text-to-audio generation models
  • produce ambient soundscapes from text

When to choose

  • you need fast, high-fidelity audio generation from text prompts
  • you want to experiment with latent consistency models for audio
  • you need pretrained models for sound effect generation

When to avoid

  • you need a production-ready service with an API and license guarantees
  • you need speech synthesis rather than general audio/sound effects
  • you cannot run GPU inference locally

Facets

library · maturity active

audio-processing machine-learning deep-learning tts machine-learning artificial-intelligence python cross-platform text-to-audio latent-consistency-model diffusion pytorch generative-audio research audio gpu

1 source

Member repositories

RepositoryRoleHealth v2
Text-to-Audio/AudioLCMmain37

For agents

markdown · JSON · MCP: product_card(name="Text-to-Audio/AudioLCM")

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