ovos-lang-detect-plugin-lingonnx

An OVOS language-detection plugin. It wraps lingonnx, which runs the TigreGotico/glotlid-onnx export of GlotLID on onnxruntime, CPU-only, no torch.

Install

pip install ovos-lang-detect-plugin-lingonnx

The model downloads from HuggingFace on first use and is cached under ~/.cache/lingonnx/models/<model_id>/. Constructing the plugin does not trigger this download; it happens on the first call to detect, detect_probs, or available_languages.

Configuration

{
  "language_detection": {
    "module": "ovos-lang-detect-plugin-lingonnx",
    "ovos-lang-detect-plugin-lingonnx": {
      "model": "glotlid-int8",
      "collapse_varieties": true,
      "min_confidence": 0.0,
      "lang": "en-US"
    }
  }
}

• model: "glotlid-int8" (default, quantized, 419 MB) or "glotlid" (fp32, 1.68 GB). Both cover the same 2102 GlotLID labels; the int8 model has no measured accuracy loss, so there is no reason to prefer the fp32 one unless you need it for some other purpose.
• collapse_varieties: see below.
• min_confidence: if the model's top confidence is below this, detect() returns self.config.get("lang", "en-US") instead of the detected tag. Default 0.0, meaning no fallback ever triggers.
• lang: the fallback tag used when min_confidence isn't met. Default "en-US".

Language varieties

GlotLID identifies individual language varieties, not macrolanguages. Casual Arabic text comes back as e.g. ajp-Arab (South Levantine) rather than ar, and some Chinese text comes back as yue-Hani (Cantonese) rather than zh.

lingonnx itself defaults to reporting these varieties as-is, since that fine-grained answer is useful on its own (free dialect identification). This plugin flips the default to collapse varieties onto their macrolanguage (ajp-Arab -> ar), because the two things OVOS actually does with a detected language tag - picking a TTS voice, picking a translation target - only know macrolanguages. A caller getting ajp-Arab back from a pipeline that only ships ar voices would read it as unsupported.

Set collapse_varieties: false in the plugin config to get lingonnx's native per-variety fidelity instead.

Credits

• lingonnx - the detection engine this plugin wraps.
• TigreGotico/glotlid-onnx - the ONNX export of GlotLID that lingonnx runs.