DePasqualeOrg/mlx-audio-plus має індекс здоров’я 53 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (64/100), найнижчий — Community & Adoption (29/100). Останнє оновлення було 82 дні тому. Більшість нещодавньої роботи виконують 2 учасники.
53
загалом / 100
Помірний
Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє зважене середнє, відкаліброване за розподілом публічного реєстру, тож діапазони мають перцентильний зміст; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 34 («У зоні ризику»).
53
Винятковий93-100Верхній щабель реєстру (≈ топ-5%); відповідає практично всім перевіреним критеріям
Відмінний80-92Сильний за всіма напрямами; незначні прогалини
Добрий65-79Здоровий; прогалини обмежені та керовані
Помірний50-64Прийнятний, але з помітними прогалинами; рекомендовано перевірку
Слабкий35-49Суттєві недоліки в кількох сферах
У зоні ризику20-34Суттєві слабкі місця; впровадження потребує обережності
Критичний1-19Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Зважений загальний бал 52 калібровано до 53 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).
Прямі залежності без відомих сповіщень — уражено 1: transformers 4.57.6 (critical 9.6)
25/25
Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень
32.3/40
Немає задавнених сповіщень — 1 пакет(ів) зі сповіщеннями без реакції понад 90 дн.; найдавніше опубліковано 219 дн. тому
Використані вхідні дані
source
osv
advisories
7
affected_packages
1
assessed_packages
50
unassessed_packages
0
affected_by_severity
critical 1
direct_affected_packages
1
Звірено з runtime-замиканням залежностей pypi:mlx-audio-plus@0.1.8 — тим, що тягне за собою встановлення опублікованого пакета, — 50 пакетів. Досяжність не аналізується.
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Має свідомо малу вагу (4%): агентний інструментарій — реальний сигнал супроводу, але репозиторій без нього все одно може отримати 100/100.
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Community profile unavailable
GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Докладніше
Історія зірок і форків 0 ★ / 6 ⇿
0Зірки
6Форки
2Релізи
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Мажорні 0Мінорні 0Патчі 2
OpenSSF Scorecard 3.3 / 10
3.3сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-31 11:17 UTC
Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Сповіщення про залежності 1
Встановлення pypi:mlx-audio-plus@0.1.8 тягне 50 пакетів, прямих і транзитивних: 1 мають відомі сповіщення, з них 1 — прямі залежності.
Пакет
Версія
Зв'язок
Критичність
Сповіщень
Виправлено в
transformers
4.57.6
пряма
критична
7
5.5.0
Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.
Звіт у форматі JSON машиночитний
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"headline": "fix: update STT transcription parameters and preserve original audio …",
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"headline": "fix(kokoro): handle non-tuple return from Chinese ZHG2P in pipeline (…",
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"author_name": "Prince Canuma",
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"headline": "Formatting fix and add to pyproject.toml (#475)",
"author_name": "Michael",
"author_login": "mnoukhov",
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"body": "* feat(stt): add support for MedASR (Lasr architecture)\n\n* feat(stt): add support for MedASR (Lasr architecture)\n\nThis commit adds full support for the MedASR model (Lasr architecture) to mlx-audio.\n\nChanges:\n- Added implementation (LasrEncoder, LasrForCTC).\n- Updated and to support model type.\n\n[…]\n_ctc, remove convert.py in favor of sanitize method, update example\n\n---------\n\nCo-authored-by: Jeonghyun Lee <sigjhl@Jeonghyuns-MacBook-Pro.local>\nCo-authored-by: Prince Canuma <prince.gdt@gmail.com>",
"is_bot": false,
"headline": "feat(stt): add support for MedASR (Lasr architecture) (#376)",
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"body": "* Use shared model cache resolution for SAM-Audio\n\n* cleanup code using get_model_path\n\nadd specific Gated Excpetion to give warning about requesting access to\nfacebook/sam_audio\n\n---------\n\nCo-authored-by: Prince Canuma <prince.gdt@gmail.com>",
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"headline": "Use shared model cache resolution for SAM-Audio (#468)",
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"headline": "Enable streaming for Qwen3-TTS when ICL mode is enabled. (#466)",
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"headline": "Fix ALMs max tokens and chunking (#474)",
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"headline": "Fix server (STT, TTS) (#460)",
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"is_bot": false,
"headline": "Add Qwen3-ASR (#454)",
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"is_bot": false,
"headline": "Refactor audio load (#445)",
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"headline": "[Qwen3-TTS] Fix some Custom Voices producing silence with 0.6B (#444)",
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"body": "* Fix: improve import error hadling\n\n* Update mlx_audio/utils.py\n\n---------\n\nCo-authored-by: Prince Canuma <prince.gdt@gmail.com>",
"is_bot": false,
"headline": "Fix: improve import error hadling (#443)",
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"headline": "Update uv.lock to reflect dependency version changes and resolution m…",
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"is_bot": false,
"headline": "Update pyproject.toml and GitHub Actions workflow for package publish…",
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"headline": "Move audio path/format prints under verbose flag (#429)",
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"headline": "Update MANIFEST.in to remove leading dot from requirements.txt path (…",
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"body": "* Refactor audio input handling in transcription methods to support multiple formats\n\n- Updated the `generate_transcription` and `Model` class methods to accept audio input as either a file path (str/Path) or an audio waveform (mx.array).\n- Enhanced documentation to clarify the expected input types \n[…]\nc1` to `5.0.0rc3` and `mlx-lm` version from `0.30.2` to `0.30.5` for improved compatibility.\n- Updated `uv.lock` to reflect the new dependency versions and added upload timestamps for package sources.",
"is_bot": false,
"headline": "Fix stt array io (#426)",
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"body": "* Fix convert skipping subdirs\n\n* Add model_quant_predicate method to Qwen3-TTS and update apply_quantization logic to handle dictionary results. This enhances quantization control and improves model-specific predicate handling.\n\n* Addd ICL voice cloning support and improve audio processing [Qwen3-T\n[…]\ndicate for clarity.\n- Consolidated the logic for loading tokenizer weights by utilizing mx.load, improving efficiency.\n- Ensured proper evaluation of speech_tokenizer parameters after loading weights.",
"is_bot": false,
"headline": "Fix qwen3 tts quants (silence in VC and word precision) (#407)",
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"body": "…rs from quantization (#398)\n\nCo-authored-by: Prince Canuma <prince.gdt@gmail.com>",
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"headline": "fix: Add model_quant_predicate to Qwen3-TTS to exclude embedding laye…",
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"body": "…udio (#417)\n\n* Manual depthwise conv1d via accumulation over kernel positions.\n\n Avoids the Metal depthwise_conv_1d kernel which may not be available\n on all Apple Silicon hardware. Accumulates one kernel position at a\n time to avoid materializing a large [B, T_out, K, C] tens\n[…]\n- Introduced a prefill step size parameter to optimize memory usage during token generation.\n- Updated progress bars for both encoding and generation processes to improve user experience and feedback.",
"is_bot": false,
"headline": "[VibeVoice-ASR] Fix Metal kernel crash and optimize memory for long a…",
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"body": "Signed-off-by: Salman Muin Kayser Chishti <13schishti@gmail.com>",
"is_bot": false,
"headline": "Upgrade GitHub Actions to latest versions (#419)",
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"author_login": "salmanmkc",
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"headline": "Upgrade GitHub Actions for Node 24 compatibility (#418)",
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"body": "* Enhance README with installation and usage examples\n\nAdded installation instructions for pip and uv tool, and included voice cloning example with Qwen-TTS.\n\n* Move voice cloning to be with the rest of the qwen3-tts part\n\nRemoved redundant voice cloning section and retained relevant information.\n\n* Move Qwen3-tts instructions to its own README\n\n* Correct speaker names in Qwen3-tts README\n\n---------\n\nCo-authored-by: Prince Canuma <prince.gdt@gmail.com>",
"is_bot": false,
"headline": "Enhance README with installation and usage examples (#404)",
"author_name": "Rahim Nathwani",
"author_login": "rahimnathwani",
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"headline": "Fix issue of ref_audio not loading prior to inference with server. (#…",
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"author_login": "BuffMcBigHuge",
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"headline": "Unify Mimi implementation. (#403)",
"author_name": "Lucas Newman",
"author_login": "lucasnewman",
"committed_at": "2026-01-31T07:02:03Z",
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"body": null,
"is_bot": false,
"headline": "Fix Whisper",
"author_name": "Anthony DePasquale",
"author_login": "DePasqualeOrg",
"committed_at": "2026-01-24T08:10:55Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Fix VibeVoice sanitization",
"author_name": "Anthony DePasquale",
"author_login": "DePasqualeOrg",
"committed_at": "2026-01-24T07:58:52Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Update TTS commands in README to include language code option (#401)",
"author_name": "Rudolf Olah",
"author_login": "rudolfolah",
"committed_at": "2026-01-24T07:49:17Z",
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"body": "* Add unit tests for Qwen3-TTS reflect padding and mel spectrogram functionality\n\n* Enhance mel spectrogram tests in Qwen3-TTS\n\n- Introduced new tests to verify mel spectrogram output with center padding and slaney normalization.\n- Added checks for expected output shapes and values for various input\n[…]\nroduces correct boundary frame values and that a 1kHz sine wave activates the appropriate mel bins.\n- Updated existing tests to improve clarity and accuracy in verifying mel spectrogram functionality.",
"is_bot": false,
"headline": "Qwen3-TTS speaker embedding tests (#396)",
"author_name": "Prince Canuma",
"author_login": null,
"committed_at": "2026-01-24T07:49:13Z",
"body_truncated": true,
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"body": "* Add vibevoice ASR\n\n* format\n\n* Refactor file copying logic in copy_model_files to exclude specific model files and remove redundant code for supporting file copying.\n\n* Refactor tokenizer usage in VibeVoice ASR model to standardize access and improve clarity. Introduce model_quant_predicate for qu\n[…]\narity and consistency. Add new test initialization file.\n\n* Add speaker_id to JSON output in save_as_json function\n\n* Add comprehensive unit tests for VibeVoice ASR model\n\n* format\n\n* update gitignore",
"is_bot": false,
"headline": "Add Vibevoice ASR (#389)",
"author_name": "Prince Canuma",
"author_login": null,
"committed_at": "2026-01-24T07:49:13Z",
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"body": "* Fix mel filters\n\n* Refactor speaker encoder to implement reflect padding",
"is_bot": false,
"headline": "Fix Qwen3-TTS Base Voice Cloning (#394)",
"author_name": "Prince Canuma",
"author_login": null,
"committed_at": "2026-01-24T07:49:06Z",
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"body": "* Refactor causal padding logic in CausalTransposeConv1d. Trim from the right for causal behavior instead of using left and right padding calculations.\n\n* Update package versions in uv.lock\n\n- Bump mlx-audio version from 0.3.0rc1 to 0.3.0.\n- Change mlx-lm version specifier from ==0.30.2 to >=0.30.2.\n- Update transformers version specifier from ==5.0.0rc1 to >=5.0.0rc1.",
"is_bot": false,
"headline": "Fix Qwen3-TTS tail artifacts (#391)",
"author_name": "Prince Canuma",
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"committed_at": "2026-01-24T07:49:06Z",
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"body": "* Fix speaker embedding extraction in Qwen3-TTS model to ensure correct input shape for speaker IDs\n\n* bump version",
"is_bot": false,
"headline": "Fix speaker embedding extraction in Qwen3-TTS model (#390)",
"author_name": "Prince Canuma",
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"committed_at": "2026-01-24T07:49:02Z",
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"body": "* Add qwen3-tts\n\n* add custom generate and fix loading logic\n\n* fix loading\n\n* fix talker\n\n* update readme\n\n* refactor\n\n* refactor naming to qwen3_tts\n\n* Add 'instruct' parameter to audio generation functions for enhanced voice customization\n\n* Update README to reflect changes in model loading from \n[…]\no 'load_model'\n\n* Add numba dependency to pyproject.toml and uv.lock for librosa compatibility\n\n* add tests\n\n* Add 'instruct' parameter to generate_audio function for improved audio generation control",
"is_bot": false,
"headline": "Add Qwen3-TTS (#388)",
"author_name": "Prince Canuma",
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"committed_at": "2026-01-24T07:48:56Z",
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"body": "* Add output path parameter to generate_audio function\n\n- Introduced an optional output_path argument to specify the directory for saving audio files.\n- Updated documentation to include output_path in the function signature and argument parsing.\n- Implemented logic to create the output directory if it does not exist.\n\n* unpin mlx-lm and tfms\n\n* Update README to include example for saving audio to a specific directory",
"is_bot": false,
"headline": "Update generate output path (#385)",
"author_name": "Prince Canuma",
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"committed_at": "2026-01-24T07:48:50Z",
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"headline": "add streaming decoding to snac and orpheus (#384)",
"author_name": "Prince Canuma",
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"committed_at": "2026-01-24T07:48:42Z",
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"headline": "Refactor model path retrieval in get_model_path",
"author_name": "Prince Canuma",
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"committed_at": "2026-01-24T07:48:42Z",
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"body": "* Enhance audio file support by adding M4A/AAC decoding using ffmpeg. Update read function to utilize ffmpeg for M4A/AAC formats while maintaining miniaudio for other formats. Improve error handling for ffmpeg availability and provide installation instructions.\n\n* Enhance transcription functionality\n[…]\nracking during audio chunk processing.\n- Introduced a verbose parameter to toggle progress display in the Model class.\n\n* fix stream logs\n\n* fix stream segments\n\n* remove text printing\n\n* bump version",
"is_bot": false,
"headline": "Fix STT stream (#382)",
"author_name": "Prince Canuma",
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"body": null,
"is_bot": false,
"headline": "Add Pocket TTS model (#381)",
"author_name": "Lucas Newman",
"author_login": "lucasnewman",
"committed_at": "2026-01-24T07:47:51Z",
"body_truncated": false,
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{
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{
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{
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{
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},
{
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"notes": [],
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"inputs": {
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{
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],
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}
],
"classification": {
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"labels": [
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],
"artifacts": [],
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"metrics_version": "2.5.0"
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"warnings": [
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"Community profile unavailable",
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],
"report_type": "repository",
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"schema_version": "0.27.0",
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}
Пов’язані записи
Перевірені репозиторії, що мають спільні каталожні теги або екосистеми з DePasqualeOrg/mlx-audio-plus. Читати поруч →
Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v2.5.0, схема v0.27.0 — повна методологія · вікі метрик.
