wav2vec2-large-xlsr-english (ONNX)
This is an ONNX version of BeebekBhz/wav2vec2-large-xlsr-english. It was automatically converted and uploaded using this Hugging Face Space.
Usage with Transformers.js
See the pipeline documentation for automatic-speech-recognition: https://huggingface.co/docs/transformers.js/api/pipelines#module_pipelines.AutomaticSpeechRecognitionPipeline
Fine-tuned XLSR-53 large model for speech recognition in English
Fine-tuned facebook/wav2vec2-large-xlsr-53 on English using the train and validation splits of Common Voice 6.1. When using this model, make sure that your speech input is sampled at 16kHz.
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Model tree for onnx-community/wav2vec2-large-xlsr-english-ONNX
Base model
BeebekBhz/wav2vec2-large-xlsr-englishDataset used to train onnx-community/wav2vec2-large-xlsr-english-ONNX
Evaluation results
- Test WER on Common Voice enself-reported19.060
- Test CER on Common Voice enself-reported7.690
- Test WER (+LM) on Common Voice enself-reported14.810
- Test CER (+LM) on Common Voice enself-reported6.840
- Dev WER on Robust Speech Event - Dev Dataself-reported27.720
- Dev CER on Robust Speech Event - Dev Dataself-reported11.650
- Dev WER (+LM) on Robust Speech Event - Dev Dataself-reported20.850
- Dev CER (+LM) on Robust Speech Event - Dev Dataself-reported11.010
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('automatic-speech-recognition', 'onnx-community/wav2vec2-large-xlsr-english-ONNX');