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Author SHA1 Message Date
8f4aeca2f1 feat(asr): add Parakeet TDT 0.6B engine via sherpa-onnx (#802)
* feat(asr): add Parakeet engine via sherpa-onnx

Adds a "parakeet" engine backed by sherpa-onnx, running NVIDIA Parakeet
TDT 0.6B int8 models on CPU: v3 (25 European languages, auto-detected)
and v2 (English). Output is punctuated and capitalized.

On an Intel Core Ultra 7 155H it decodes at about 12x realtime on CPU
(RTF 0.08), roughly 8x faster than whisper.cpp large-v3-turbo over the
same clips with its Vulkan GPU backend (RTF 0.59). Being a transducer it
also has no 30s window to pad, so a short push-to-talk utterance returns
in ~0.3s instead of ~2.4s.

Follows the existing engine layout: utils/parakeet_model_info.py holds
the catalog and the get_model_path / is_model_downloaded /
list_downloaded_models / delete_model helpers, while _init_parakeet /
_transcribe_with_parakeet / _download_parakeet_model follow the same shape as their
whisper.cpp counterparts and reuse _stream_model_download for progress
and cancellation.

Registered in the engine dispatch, the settings engine/model/language
pickers, the model info card, the download prompts, the unused-downloads
list and install.sh.

Models download to <models_dir>/parakeet/<model>/ via temp files renamed
on success; is_model_downloaded requires all four files, so an
interrupted download is retried rather than loaded.

Requires the new "parakeet" extra (sherpa-onnx).

* fix(install): write only the engine key for parakeet

The parakeet branch duplicated a full default config.json. ConfigManager
deep-merges DEFAULT_CONFIG on load, so every other key was redundant:
a config holding only "engine": "parakeet" still resolves
parakeet_model_size to v3-european along with the VAD, shortcut and
text-injection defaults.

* fix(install): keep push-to-talk defaults and switch existing configs

Writing only the engine key left config.json without a shortcuts
section, which _migrate_shortcuts_config reads as a pre-push-to-talk
upgrade and pins back to ctrl+ctrl/toggle - contradicting the
installer's own "Hold Right Alt while you speak" message. Seed that
section too.

Point the config at parakeet with set_configured_engine rather than only
on first create, so --engine=parakeet also switches a machine that
already has a config.json, and give print_welcome_message a parakeet arm
so the summary is not blank.

The interactive picker overwrites SELECTED_ENGINE, so document the flag
combination that reaches this branch.

* fix(asr): pin Parakeet bundles and report one progress bar

Pin each bundle to a Hugging Face commit instead of resolve/main, so a
file replaced upstream cannot change what an install downloads. This is
the same approach whispercpp_model_info takes with its pinned revision.

Remap each file's progress into its slice of the bundle. The four files
were reported through the single-file downloader independently, so the
fraction ran to 1.0 and restarted four times; it now advances once and
names the file being fetched.

* fix(asr): reject a truncated Parakeet download

_stream_model_download only rejects an empty body, so a truncated but
nonempty response was renamed into the model directory and then reported
as installed, because is_model_downloaded checks existence.

Record the byte size of each file at the pinned revision and check it
before the rename, the same order whisper.cpp verifies its digest in. A
short file is a truncated transfer rather than an upstream change, since
the revision is pinned, so it raises and the temp file is removed.

* style(asr): annotate the Parakeet model catalog

mypy inferred the catalog values as object, so reading file_sizes out of
an entry raised attr-defined and no-any-return under `just typecheck`.

* fix(asr): pin Parakeet digests in model_checksums.txt

AGENTS.md requires every speech model to be verified against a pinned
digest before install, failing closed on an unpinned one. Parakeet was
checking only the byte size.

Teach scripts/generate-model-checksums.py to emit Parakeet entries: the
ONNX files are LFS so Hugging Face publishes their sha256, and tokens.txt
is hashed from the downloaded bytes the way VOSK archives are. Several
bundles ship the same file names, so a key carries the model name.

_download_parakeet_model now calls verify_model_file before the rename
and catches ChecksumError alongside the other download failures, matching
the whisper.cpp downloader.

* fix(asr): verify on-disk Parakeet models before load

Existing bundle files were trusted by path alone, so a leftover or
copied-in tree could reach sherpa-onnx unchecked. Hash each file against
its pin on download skip and on init, and cover the Parakeet pins in CI.

* fix(ui): hide Parakeet language picker that ignores the setting

Parakeet language coverage is the model choice, not a catalog language.
Hide the picker and persist auto so Settings does not write a lying value.

* fix(asr): normalize Parakeet language to auto at startup

CLI --language and stale saved languages still reached SpeechRecognitionManager
even though Parakeet ignores catalog language. Force auto on the shared helper
used by main and the manager so stored settings stay honest.

* fix(ui): restore language after leaving Parakeet

Remember the prior Whisper/cpp language across a Parakeet visit so switching
back does not leave recognition stuck on auto. Keep Parakeet forced to auto
and the picker hidden. Also satisfy black on the startup normalizer path.

* fix(ui): keep language memory across Vosk fallback

Vosk's unsupported-language en-us coercion was writing into
_last_non_parakeet_language, so Whisper→Parakeet→Vosk→Whisper restored
en-us instead of the user's Greek (or other) preference. Remember the
pre-coercion catalog language and prefer it when leaving Vosk.

* fix(ui): keep language memory when entering Parakeet from Vosk

Vosk's coerced en-us fallback was still written into
_last_non_parakeet_language on Parakeet entry, so Vosk→Parakeet→Whisper
restored en-us instead of the pre-coercion preference (Greek or auto).
Share one coerced-fallback predicate across entry, leave-Vosk, and language
sync, and cover those paths with regression tests.

* fix(tests): set initializing flags false on language-change stubs

Plain Mock attributes are truthy and were short-circuiting the handler.

---------

Co-authored-by: Alex Thunder <AlexThunder@gmail.com>
2026-09-07 14:32:13 -07:00
Sergey SilaevandGitHub 582d494633 chore(build): uv tooling, a Python 3.11 floor, and verified model downloads (epic #701, phases 2.5 & 5) (#713)
* chore(build): migrate justfile tooling to uv

All recipes now run through 'uv run' against .venv, with a shared
DEV_EXTRAS variable (dev + vad) because uv syncs the environment
exactly and would otherwise uninstall the dev tools between
recipes. 'deps' installs dev+vad; new 'deps-all' covers every
extra. 'build' switches to 'uv build'; 'version' uses --no-sync.

Bump [tool.uv] required-version to >=0.12,<0.13 for uv 0.12.x, and
raise the mypy python_version target to 3.12: mypy 1.19 in the lock
cannot target 3.9 and numpy 2.x stubs need a 3.12 target to parse
(mypy is not run in CI or pre-commit; this only affects 'just
typecheck').

* fix(tests): isolate test runs from real XDG state; fix Arch model-path crash

Local test runs failed en masse (185 failures) while CI stayed
green: tests picked up the developer's real ~/.local/share/vocalinux
models via the default XDG paths and switched IBus/keyboard code
paths through the desktop session env (XDG_CURRENT_DESKTOP/
XDG_SESSION_TYPE on GNOME/Wayland, issue #478 branches). conftest
now points XDG base dirs at a throwaway session-wide directory and
clears session variables at import time, mirroring a fresh CI
runner (paths like MODELS_DIR freeze at first import during
collection, so fixture-time isolation is too late).

Also guard the Arch branch of _get_system_model_paths(): it removed
/usr/local/share/vocalinux/models unconditionally and crashed with
ValueError on Arch hosts when a custom XDG_DATA_DIRS never added
that path. Add regression tests, and make the lock-file test assert
the actual $XDG_DATA_HOME/vocalinux contract instead of the
hardcoded ~/.local/share default.

* fix(tests): keep the IBus engine double a plain class

Python 3.14's unittest.mock re-instantiates a user subclass when it builds
child mocks (klass(name=...)). VocalinuxEngine inherits from whatever
IBus.Engine resolves to, and the test module bound that to the MagicMock
class itself, so every engine instantiation raised

    TypeError: VocalinuxEngine.__init__() got an unexpected keyword argument 'name'

on 3.14 while passing on 3.13. Replace it with a plain stand-in class that
still hands out per-instance MagicMocks for the IBus API surface the engine
touches.

The same pattern remains in test_ibus_engine.py, test_ibus_engine_utils.py,
test_ibus_active_engine_guard.py and test_ibus_xkb_wayland.py; those never
instantiate the engine, so they are unaffected for now.

* fix(install): build the venv from the system Python

install.sh looked up a bare `python3` from PATH. Started from an activated
virtualenv — a shell left in uv's .venv after `just deps` — it built venv/
from that interpreter, where distro PyGObject is invisible even with
--system-site-packages, and the run aborted with

    Distro PyGObject (python3-gi / python3-gobject) is not importable in the venv.

A mismatched venv/ then survived every retry, because the installer reuses
whatever venv it finds.

- drop an inherited VIRTUAL_ENV (and its bin from PATH) before any
  interpreter lookup
- select the interpreter explicitly: $SYSTEM_PYTHON (default
  /usr/bin/python3) or PATH python3, preferring one that can import gi,
  and create the venv with it instead of `python3`
- recreate venv/ when it was built by a different interpreter
- name the interpreter in the PyGObject guard's error

Documents the two environments (uv's .venv for tooling, venv/ for the
installed app) in CONTRIBUTING, the justfile header and AGENTS.md, and adds
the mismatch symptom to the INSTALL troubleshooting section.

* chore(python): raise the supported floor to 3.11

requires-python promised 3.9 while the CI matrix ran 3.9/3.10/3.11/3.13,
the classifiers advertised up to 3.14, mypy targeted 3.12 and install.sh
enforced 3.9 — five different answers to "which Python does this support".

Settle on 3.11 everywhere: pyproject (requires-python, classifiers, black
targets), install.sh's MIN_VERSION, check-system-deps.sh, the distro package
map, the CI matrix (now 3.11-3.14, matching the classifiers), the release and
nightly workflows, and the docs.

mypy now targets the floor instead of 3.12, so type checking covers what we
promise; numpy 2.x ships stubs in 3.12 syntax that a 3.11 target cannot
parse, so its imports are skipped. (mypy has 71 pre-existing errors either
way; no CI job gates on it.)

uv.lock and the requirements/* exports are regenerated — dropping 3.9/3.10
removes most of the version-conditional resolution branches.

tests/test_python_version_policy.py pins the invariant: install.sh's floor,
requires-python, the classifiers and the CI matrix must agree.

* ci: run lint and tests from uv.lock

The lock file and the hash-pinned exports were not enforced anywhere: CI
still built a venv by hand and installed unpinned `PyGObject` plus
`-e ".[dev,vad]"`, so the tool versions it checked against had nothing to do
with the ones `just lint` uses locally.

Both Python jobs now use astral-sh/setup-uv and run through `uv sync
--locked` / `uv run --locked`, which also fails the build when uv.lock drifts
from pyproject.toml.

Partially covers phase 5 of #701 (tests install from the lock, lock freshness
gate); trusted publishing, artifact checksums and action SHA pinning are
still open there.

* ci: lint from a dedicated dependency group

The lint job failed on this branch: `uv run --extra dev` syncs the whole
project, so it tried to build pyaudio from source on a runner that installs
no system dependencies.

    src/pyaudio/device_api.c:9:10: fatal error: portaudio.h: No such file or directory

Move black/isort/flake8 out of the `dev` extra into a `lint` dependency
group. CI runs `uv run --locked --only-group lint`, which installs the three
pure-Python tools and skips the project entirely — no portaudio or
girepository headers needed. `just deps` and DEV_EXTRAS request the group
alongside the dev extras, so the local environment still carries test and
lint tooling at once and `just lint` matches CI version for version.

pre-commit is unaffected: its hooks pin their own tool versions upstream.

* fix(install): never configure an engine the venv cannot import

vosk became an optional extra in #705, but the installer still writes
`"engine": "vosk"` into config.json on the whisper.cpp fallback path even
when installing the extra only produced a warning. config.json also survives
reinstalls — every writer guards on "file does not exist" — so an engine
picked by an earlier attempt outlives the venv that supported it. Either way
Vocalinux dies at startup:

    ModuleNotFoundError: No module named 'vosk'

- the fallback now writes the vosk config only when `import vosk` actually
  succeeds, and otherwise leaves the engine configuration alone
- a new verify_configured_engine() runs near the end of the install: if
  config.json selects vosk and the venv cannot import it, it says so and
  prints both fixes instead of leaving a broken install behind

* feat(models): verify every model download against a pinned digest

Pins a sha256/md5 per downloadable speech model in
src/vocalinux/utils/model_checksums.txt and verifies against it in both
install.sh and the runtime downloaders, before the file is moved into place.
Verification fails closed. Covers phase 2.5 of #701; see the PR for details.

* docs(agents): rebase AGENTS.md onto the #727 rewrite

* fix(install): hash models that are already on disk instead of trusting them

* refactor(models): one download path per engine, and fix Whisper's

* docs(install): drop distros that cannot meet the 3.11 floor

* docs: retire the distros and Python versions the 3.11 floor rules out

* fix(install): abort instead of warning when Python is below the floor

* fix(install): fall back to the system Python, not the one on PATH

* fix(install): match an existing venv by installation, not by X.Y

* fix(install): repair a config naming an engine the venv cannot import

* fix(models): pin VOSK by the sha256 of bytes we fetched, not upstream's md5

* fix(justfile): request the dev set in every recipe that syncs

* test(version): scan the docs and website trees for a stale Python floor

* docs: correct the stale model-checksum and distro claims

* fix(models): stamp the VOSK tree the app extracts, as the installer does

* fix(install): replace an unverified VOSK model only once its successor is ready

* docs(install): align the Fedora floor with the rest of the tree

* test(install): drop an f-string with no placeholders

* test(models): stub the downloader probe the VOSK installer test relies on

* docs: drop the long dashes from two model-checksum comments

* fix(install): gate on the interpreter, not on the distro release label

* fix(justfile): export the lint group into requirements/dev.txt

* fix(models): unpack the VOSK tree into staging and stamp it before the swap

* fix(whisper): adopt a checkpoint an earlier release stored under the catalog name

* docs(settings): state what a stray Whisper copy really means for deletion

* fix(models): hash a whisper.cpp model found on disk before it reaches ctypes

* docs(contributing): stop telling readers to uninstall their linters

* fix(install): stop warning off distros the project documents as supported

* docs(distros): file the supported derivatives under supported
2026-08-24 00:25:06 -07:00