File size: 1,590 Bytes
a3c0c78
883d070
a3c0c78
 
84403d1
883d070
 
a3c0c78
2df817d
883d070
 
 
 
 
 
 
 
 
 
 
 
 
 
 
bab6668
883d070
44253e2
bab6668
 
44253e2
a3c0c78
 
f4b5de0
38b25a9
29ae0cf
38b25a9
 
 
883d070
6d16672
55b6dc0
883d070
 
f025181
241f3a1
 
9e2e8f1
f73f733
1bcb20e
8b769d4
44253e2
 
8b769d4
 
 
 
 
89b421a
 
 
 
 
 
 
 
 
 
 
 
 
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
---
base_model: facebook/wav2vec2-xls-r-300m
language: 
  - uk
license: "apache-2.0"
tags:
- automatic-speech-recognition
datasets:
- mozilla-foundation/common_voice_10_0
metrics:
  - wer
model-index:
  - name: w2v-xls-r-uk
    results:
      - task:
          name: Automatic Speech Recognition
          type: automatic-speech-recognition
        dataset:
          name: common_voice_10_0
          type: common_voice_10_0
          config: uk
          split: test
          args: uk
        metrics:
          - name: WER
            type: wer
            value: 20.24
          - name: CER
            type: cer
            value: 3.64
---

🚨🚨🚨 **ATTENTION!** 🚨🚨🚨

**Use an updated model**: https://huggingface.co/Yehor/w2v-bert-uk-v2.1

---

## Community

- Discord: https://bit.ly/discord-uds
- Speech Recognition: https://t.me/speech_recognition_uk
- Speech Synthesis: https://t.me/speech_synthesis_uk

See other Ukrainian models: https://github.com/egorsmkv/speech-recognition-uk

## Evaluation results

Metrics (float16) using `evaluate` library with `batch_size=1`:

- WER: 0.2024 metric, 20.24%
- CER: 0.0364 metric, 3.64%
- Accuracy on words: 79.76%
- Accuracy on chars: 96.36%
- Inference time: 63.4848 seconds
- Audio duration: 16665.5212 seconds
- RTF: 0.0038

## Cite this work

```
@misc {smoliakov_2025,
	author       = { {Smoliakov} },
	title        = { w2v-xls-r-uk (Revision 55b6dc0) },
	year         = 2025,
	url          = { https://huggingface.co/Yehor/w2v-xls-r-uk },
	doi          = { 10.57967/hf/4556 },
	publisher    = { Hugging Face }
}
```