This release is a pre-release and may not be stable for production use.
OVOS Citrinet STT
Description
This plugin gives OpenVoiceOS speech-to-text with Nemo Citrinet models.
NOTE: only onnx converted models work with this plugin
Install
By default this plugin installs the full pytorch package. To avoid the extra dependencies, install the CPU-only version of pytorch before you install the plugin.
pip install torch==2.6.0+cpu --index-url https://download.pytorch.org/whl/cpu
If you skip this step, pip installs the full pytorch package together with the plugin.
pip install ovos-stt-plugin-citrinet
Configuration
"stt": {
"module": "ovos-stt-plugin-citrinet",
"ovos-stt-plugin-citrinet": {
"lang": "ca"
}
}
Models
The table shows the self-reported WER score from each model page. A lower score means better accuracy.
| Model | CV10 | CV11 | CV12 | LibriSpeech (clean) |
|---|---|---|---|---|
projecte-aina/stt-ca-citrinet-512 |
6.684 | |||
neongeckocom/stt_ca_citrinet_512_gamma_0_25 |
8.065 | |||
neongeckocom/stt_es_citrinet_512_gamma_0_25 |
9.549 | |||
neongeckocom/stt_pt_citrinet_512_gamma_0_25 |
6.033 | |||
neongeckocom/stt_fr_citrinet_512_gamma_0_25 |
14.900 | |||
neongeckocom/stt_de_citrinet_512_gamma_0_25 |
11.100 | |||
neongeckocom/stt_it_citrinet_512_gamma_0_25 |
9.232 | |||
neongeckocom/stt_uk_citrinet_512_gamma_0_25 |
8.609 | |||
neongeckocom/stt_nl_citrinet_512_gamma_0_25 |
6.204 | |||
neongeckocom/stt_en_citrinet_512_gamma_0_25 |
3.400 |
Related projects
OpenVoiceOS/ovos-stt-plugin-onnx-asr is another OVOS STT plugin that runs onnx models.
Credits
This plugin was developed by TigreGotico for OpenVoiceOS under the ILENIA project.
This plugin was funded by the Ministerio para la Transformación Digital y de la Función Pública and Plan de Recuperación, Transformación y Resiliencia - Funded by EU – NextGenerationEU within the framework of the project ILENIA with reference 2022/TL22/00215337
projecte-aina/stt-ca-citrinet-512 was funded by the Generalitat de Catalunya within the framework of Projecte AINA.
NeonGeckoCom/streaming-stt-nemo - base citrinet onnx runtime implementation, provides models for
'en', 'es', 'fr', 'de', 'it', 'uk', 'nl', 'pt'
1 maintainer
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