Hugging Face's logo

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

Automatic Speech Recognition
Transformers.js
ONNX
English
wav2vec2
audio
hf-asr-leaderboard
mozilla-foundation/common_voice_6_0
robust-speech-event
speech
xlsr-fine-tuning-week
Eval Results (legacy)
Model card Files
xet
 Community
wav2vec2-large-xlsr-english-ONNX
File size: 2,243 Bytes
a5a0efb
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
---
language: en
datasets:
- common_voice
- mozilla-foundation/common_voice_6_0
metrics:
- wer
- cer
tags:
- audio
- automatic-speech-recognition
- en
- hf-asr-leaderboard
- mozilla-foundation/common_voice_6_0
- robust-speech-event
- speech
- xlsr-fine-tuning-week
license: apache-2.0
model-index:
- name: XLSR Wav2Vec2 English
  results:
  - task:
      name: Automatic Speech Recognition
      type: automatic-speech-recognition
    dataset:
      name: Common Voice en
      type: common_voice
      args: en
    metrics:
    - name: Test WER
      type: wer
      value: 19.06
    - name: Test CER
      type: cer
      value: 7.69
    - name: Test WER (+LM)
      type: wer
      value: 14.81
    - name: Test CER (+LM)
      type: cer
      value: 6.84
  - task:
      name: Automatic Speech Recognition
      type: automatic-speech-recognition
    dataset:
      name: Robust Speech Event - Dev Data
      type: speech-recognition-community-v2/dev_data
      args: en
    metrics:
    - name: Dev WER
      type: wer
      value: 27.72
    - name: Dev CER
      type: cer
      value: 11.65
    - name: Dev WER (+LM)
      type: wer
      value: 20.85
    - name: Dev CER (+LM)
      type: cer
      value: 11.01
library_name: transformers.js
base_model:
- BeebekBhz/wav2vec2-large-xlsr-english
pipeline_tag: automatic-speech-recognition
---



# wav2vec2-large-xlsr-english (ONNX)


This is an ONNX version of [BeebekBhz/wav2vec2-large-xlsr-english](https://huggingface.co/BeebekBhz/wav2vec2-large-xlsr-english). It was automatically converted and uploaded using [this Hugging Face Space](https://huggingface.co/spaces/onnx-community/convert-to-onnx).


## 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](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on English using the train and validation splits of [Common Voice 6.1](https://huggingface.co/datasets/common_voice).
When using this model, make sure that your speech input is sampled at 16kHz.