NeMo
English
audio
speech
forced-alignment
reference-text-alignment
speech-processing
mfa
whisperx
python
metric:mae
Eval Results (legacy)
Instructions to use vertox-ai/speech-text-data-aligners with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- NeMo
How to use vertox-ai/speech-text-data-aligners with NeMo:
# tag did not correspond to a valid NeMo domain.
- Notebooks
- Google Colab
- Kaggle
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Download docs/DOCUMENTATION.md from vertox-ai/speech-text-data-aligners: direct link, hf CLI and curl.
- Browser
- Download file 4.89 kB
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https://huggingface.co/vertox-ai/speech-text-data-aligners/resolve/main/docs/DOCUMENTATION.md
- Command line
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hf download hf://vertox-ai/speech-text-data-aligners/docs/DOCUMENTATION.md
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curl -L -o DOCUMENTATION.md https://huggingface.co/vertox-ai/speech-text-data-aligners/resolve/main/docs/DOCUMENTATION.md
4.89 kB
| # Documentation Map | |
| This repository separates current operating guidance from immutable acceptance and | |
| empirical history. Start with the README, then use the focused document that matches | |
| the task. | |
| ## Current Guidance | |
| | Document | Use it for | | |
| |---|---| | |
| | [`README.md`](../README.md) | Hugging Face-style overview, install, quick starts, model matrix, headline metrics | | |
| | [`config.json`](../config.json) | Machine-readable project, schema, model, and evaluation manifest | | |
| | [`ARCHITECTURE.md`](../ARCHITECTURE.md) | Current layers, modules, data flow, isolation, and evolution rules | | |
| | [`CONFIGURATION.md`](CONFIGURATION.md) | Typed fields, defaults, invariants, CLI JSON, readiness catalogs | | |
| | [`EVALUATION.md`](EVALUATION.md) | Compared configurations, metrics, results, limitations, artifacts | | |
| | [`WORKFLOWS.md`](WORKFLOWS.md) | End-to-end annotation, benchmark, backend, and readiness flows | | |
| | [`TESTING.md`](TESTING.md) | Quality commands, markers, coverage, and focused-test map | | |
| | [`PROJECT_STATUS.md`](PROJECT_STATUS.md) | Accepted operational status and evidence boundary | | |
| | [`W1_T_SEMANTIC_READINESS.md`](W1_T_SEMANTIC_READINESS.md) | Specialized offline semantic-boundary timing workflow | | |
| ## Contracts | |
| | Document | Authority | | |
| |---|---| | |
| | [`ALIGNER_ENGINEERING_CONTRACT.md`](ALIGNER_ENGINEERING_CONTRACT.md) | Data columns, first/last semantics, reference-text and timestamp invariants | | |
| | [`MODULAR_ARCHITECTURE_CONTRACT.md`](MODULAR_ARCHITECTURE_CONTRACT.md) | Mandatory layering, dependency direction, reuse, isolation, and coverage | | |
| | [`AGENTS.md`](../AGENTS.md) | Repository execution and acceptance rules for coding agents | | |
| | [`SKILLS.md`](../SKILLS.md) | Reusable implementation and verification patterns | | |
| Contracts change only when the implementation/API changes intentionally. Update the | |
| contract and its focused tests together. | |
| ## Decision and Empirical Evidence | |
| | Document/artifact | Authority | | |
| |---|---| | |
| | [`FINAL_ALIGNER_SELECTION.md`](FINAL_ALIGNER_SELECTION.md) | Current operational selection and limitations | | |
| | [`POSTFINAL_THREE_ALIGNER_COMPARISON.md`](POSTFINAL_THREE_ALIGNER_COMPARISON.md) | Symmetric three-backend full-36 comparison | | |
| | `results/final/` | Canonical selection and MFA annotated output | | |
| | `results/postfinal/` | Full-36 MFA extension and three-backend evidence | | |
| | `results/w1t/` | Readiness timing, consensus, review, and receipt artifacts | | |
| Evidence files are preserved as reviewed. Documentation may summarize and link them; | |
| it must not rewrite hashes, source cells, timing, or historical conclusions. | |
| ## Historical Reports | |
| | Document | Historical scope | | |
| |---|---| | |
| | [`STAGE_0_REPORT.md`](STAGE_0_REPORT.md) | Research, dependency selection, and original architecture freeze | | |
| | [`STAGE_1_REPORT.md`](STAGE_1_REPORT.md) | Shared framework implementation and closure repairs | | |
| | [`STAGE_2_REPORT.md`](STAGE_2_REPORT.md) | NeMo adapter implementation and original empirical boundary | | |
| | [`STAGE_3_REPORT.md`](STAGE_3_REPORT.md) | MFA adapter and original five-row evidence | | |
| | [`STAGE_4_REPORT.md`](STAGE_4_REPORT.md) | WhisperX adapter and original five-row/full-run evidence | | |
| | [`STAGE_5_FINAL_ACCEPTANCE_REPORT.md`](STAGE_5_FINAL_ACCEPTANCE_REPORT.md) | Original software/architecture acceptance snapshot | | |
| | [`POST_STAGE5_DOCS_LICENSE_REPORT.md`](POST_STAGE5_DOCS_LICENSE_REPORT.md) | Documentation, headers, and licensing audit | | |
| Stage reports are provenance snapshots. Their counts, paths, and selection statements | |
| may be superseded by later evidence. Current instructions live in the documents above. | |
| ## Maintenance Rules | |
| When behavior or evidence changes: | |
| 1. Update the current focused guide first. | |
| 2. Update README/config only for user-facing identity, defaults, models, or headline | |
| metrics. | |
| 3. Add or update a result receipt/evidence artifact before citing a new empirical | |
| claim. | |
| 4. Keep historical reports unchanged unless correcting a factual link or marking a | |
| superseding record. | |
| 5. Validate all local Markdown links and repository paths. | |
| 6. Run every documented syntax/help/quality command before finalizing. | |
| 7. Update `.agents/plans`, `.agents/work_data`, and `.agents/logs` with decisions and | |
| observed results. | |
| 8. Review `AGENTS.md` and `SKILLS.md` at the end for durable process gaps. | |
| ## Terminology | |
| - **Authoritative transcript**: the original `en_transcript` cell. | |
| - **Forced alignment**: locating supplied text in audio; not ASR transcription. | |
| - **Manual gold**: human reference timing/text fields. | |
| - **Pairwise disagreement**: difference between two backend outputs; not accuracy. | |
| - **Structural success**: valid complete word/timing output; not empirical accuracy. | |
| - **Observed runtime**: one run's measured time under its stated hardware/cache state. | |
| - **Current guidance**: maintained operating documentation. | |
| - **Historical report**: preserved stage/acceptance snapshot. | |