ONNX Model Zoo

onnx-community/wav2vec2-large-xlsr-english-ONNX

By onnx-community · ↓ 3 · ♥ 0 · Updated 2026-01-16

What's in this repo

This page lists the files in onnx-community/wav2vec2-large-xlsr-english-ONNX, including model.onnx, model_bnb4.onnx, model_fp16.onnx and more.

  • 8 ONNX models (.onnx files)
  • 17 files, including 8 .onnx, 7 .json, 1 .md
  • Last updated 2026-01-16

ONNX files

File Size Download
onnx/model.onnx — Download
onnx/model_bnb4.onnx — Download
onnx/model_fp16.onnx — Download
onnx/model_int8.onnx — Download
onnx/model_q4.onnx — Download
onnx/model_q4f16.onnx — Download
onnx/model_quantized.onnx — Download
onnx/model_uint8.onnx — Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

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.

Model info

transformers.js onnx wav2vec2 automatic-speech-recognition audio en hf-asr-leaderboard mozilla-foundation/common_voice_6_0 robust-speech-event speech xlsr-fine-tuning-week dataset:common_voice
↓ 3 ♥ 0

Created: 2026-01-16

Updated: 2026-01-16

View on Hugging Face

Files (17)

.gitattributes
README.md
config.json
onnx/model.onnx ONNX
onnx/model_bnb4.onnx ONNX
onnx/model_fp16.onnx ONNX
onnx/model_int8.onnx ONNX
onnx/model_q4.onnx ONNX
onnx/model_q4f16.onnx ONNX
onnx/model_quantized.onnx ONNX
onnx/model_uint8.onnx ONNX
preprocessor_config.json
quantize_config.json
special_tokens_map.json
tokenizer.json
tokenizer_config.json
vocab.json

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