Binding Author Notes

July 19, 2026 · View on GitHub

Use include/transcribe/extensions.h as the default header for generated bindings. It includes transcribe.h plus every family extension header shipped by the install, so generators see the full public surface in one translation unit.

Use include/transcribe.h directly only for bindings that intentionally expose the stable generic ABI and omit family-specific extension structs and telemetry.

The header split is source organization, not a separate library boundary: family headers include transcribe.h, do not depend on each other, and are flattened normally by C preprocessors, bindgen, CFFI API-mode builds, cgo preambles, and Swift/ObjC module maps.

Three binding-neutral artifacts exist so no binding depends on another binding's generated files:

  • include/transcribe.abihash — the public-ABI digest (sha256/16 over the normalized FFI surface: structs, enums, macros, layout, prototypes). Emitted by bindings/python/_generate/generate.py (the hash oracle) and drift-gated in CI alongside _generated.py. Every first-class binding pins this value: when the header's ABI changes, the hash moves and the binding's CI goes red until its FFI layer is regenerated or consciously reviewed. Comment-only header edits do not move it.
  • contract.json — stamped into every native artifact directory (_native/ in provider wheels; the root of extracted transcribe-native-<tuple> bundles): version, header_hash, backends, lane. A binding validates version (pre-1.0: exact base match) and header_hash (must equal the hash its FFI layer was generated against) BEFORE dlopen. This is the same contract the Python provider enforces via _contract.py.
  • lib/transcribe-link.json — installed by cmake --install (the TRANSCRIBE_INSTALL rules): the machine-readable link interface for non-CMake consumers building from source (the Rust -sys crate's build.rs). Archive order, system libs, frameworks, flags, and — for GGML_BACKEND_DL installs — module_dir, the directory to hand to transcribe_init_backends(). Proven per push by the link-smoke CI lane, which compiles a toy C consumer from nothing but this manifest in both static and shared postures.

Result text pointers: copy at the FFI boundary

Every accessor that returns a const char * (transcribe_full_text, transcribe_detected_language, and the text field of the segment / word / token row structs) returns a borrowed pointer into session-owned storage. See the "Result text-pointer lifetime" block at the top of include/transcribe.h for the full contract. The binding-relevant rule:

  • Offline path: the pointer is valid until the next transcribe_run / transcribe_stream_begin / transcribe_stream_reset / transcribe_session_free on the same session.
  • Streaming path: raw result pointers, including transcribe_full_text and row text fields, may be replaced by every transcribe_stream_feed / transcribe_stream_finalize call. Bindings that need UI-stable streaming text should use transcribe_stream_get_text() and expose owned copies of committed_text and tentative_text.

The simplest safe rule for a binding is to copy the bytes at the FFI boundary, which the marshal-and-copy idioms each language already uses make automatic: Python ctypes.c_char_p / .decode(), Go C.GoString, Rust CStr::to_str().to_owned(), Swift String(cString:). A binding that instead hands out a zero-copy view must scope it to the current callback/update turn and document that it dies at the next stream mutation.

Diarization result contract

First-class bindings expose the generic diarization surface rather than only the generated FFI:

  • a run option with default / off / on values (default is globally off),
  • the diarization feature probe,
  • speaker_id / speakerId on every segment (1-based, 0 = unattributed), and
  • speaker-turn rows with start/end milliseconds, speaker id, and confidence.

Speaker-turn times may both be zero when a model attributes text but does not produce timing (Granite SAA). Timestamp selection is an independent axis: explicit unsupported combinations return UNSUPPORTED_TIMESTAMPS; AUTO chooses the richest granularity compatible with the selected task. Result objects own copies of every row and remain valid after the next run.

Raw text

Every first-class binding exposes raw_text / rawText on the materialized result alongside the clean text: the model's decoded output before family post-processing (diarization markers, timestamp/special tokens, tag filtering, whitespace trims). It equals the clean text modulo whitespace for families that emit clean text natively, and is the recommended replacement for keep_special_tags when the goal is recovering what the model emitted — unlike the flag it works for every family, covers plain-text markers, and does not give up the clean transcript. Offline runs (single and batch) only; streaming results do not carry it.

When adding a new family extension, update:

  • include/transcribe/<family>.h with the typed struct, kind constant, and transcribe_<family>_<name>_ext_init() function declaration.
  • include/transcribe/extensions.h with one new include.
  • docs/extension-kinds.md with the registered FourCC value and the slot (RUN or STREAM) the kind is legal on.