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

Kitt-AI/snowboy

Future versions with model training module will be maintained through a forked version here: https://github.com/seasalt-ai/snowboy observed · 2026-08-28

github.com/Kitt-AI/snowboy · C++ · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

23/100

  • Activity 0
  • Release rhythm 8
  • Longevity 100

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 3768
  • days_rel: n/a
  • days_push: 1785
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

3364 stars · 1039 forks observed · 2026-08-28

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

Snowboy is a C++-based hotword (wake word) detection library by KITT.AI with bindings for Python, Android, and other platforms, enabling always-on voice activation for devices like Raspberry Pi. The original product was shut down at the end of 2020, and future maintenance continues in a community fork at seasalt-ai/snowboy.

Use cases

  • detect a custom wake word like 'Alexa' on a Raspberry Pi
  • add hands-free voice activation to a voice assistant
  • run always-on keyword spotting on embedded devices
  • train a personal hotword detection model
  • integrate wake word detection into an Android app

When to choose

  • you need lightweight, offline wake word detection on resource-constrained hardware
  • you want to train a custom hotword model
  • you are okay using the maintained fork (seasalt-ai/snowboy)

When to avoid

  • you need actively maintained software with official support
  • you need full speech recognition rather than wake word detection
  • you require a permissive license (license is non-standard)

Facets

library · maturity abandoned

speech-recognition audio-processing machine-learning speech-processing artificial-intelligence embedded-systems cross-platform windows python cpp embedded hotword-detection wake-word keyword-spotting voice-assistant always-on-listening discontinued linux macos android

1 source

Member repositories

RepositoryRoleHealth v2
Kitt-AI/snowboymain23

For agents

markdown · JSON · MCP: product_card(name="Kitt-AI/snowboy")

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