File size: 1,749 Bytes
128fb53 dcfda80 128fb53 dcfda80 128fb53 dcfda80 cb5737c dcfda80 3213906 dcfda80 cb5737c dcfda80 cb5737c dcfda80 cb5737c dcfda80 cb5737c dcfda80 cb5737c dcfda80 cb5737c |
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 90 91 92 93 94 95 96 97 |
---
language:
- fi
license: apache-2.0
tags:
- whisper-event
- finnish
datasets:
- mozilla-foundation/common_voice_11_0
- google/fleurs
metrics:
- wer
- cer
model-index:
- name: Whisper Large V3 Finnish
results:
- task:
name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset:
name: Common Voice 11.0
type: mozilla-foundation/common_voice_11_0
config: fi
split: test
args: fi
metrics:
- name: Wer
type: wer
value: 8.23
- name: Cer
type: cer
value: 1.43
- task:
name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset:
name: FLEURS
type: google/fleurs
config: fi_fi
split: test
args: fi_fi
metrics:
- name: Wer
type: wer
value: 8.21
- name: Cer
type: cer
value: 3.23
---
This is our improved Whisper model that is now finetuned from OpenAI Whisper Large V3
We improve from our finetuned V2 model:
CV11 WER 10.42 --> 8.23
Fleurs WER 10.20 --> 8.21
Original Whisper Large V3
- CV11
- WER: 14.81
- WER NORMALIZED: 10.82
- CER: 2.7
- CER NORMALIZED: 2.07
- Fleurs
- WER: 12.04
- WER NORMALIZED: 9.63
- CER: 2.48
- CER NORMALIZED: 3.64
After Finetuning V3:
- @14000 steps
- CV11
- WER: 11.36
- WER NORMALIZED: 8.31
- CER: 1.93
- CER NORMALIZED: 1.48
- Fleurs
- WER: 10.2
- WER NORMALIZED: 8.56
- CER: 2.26
- CER NORMALIZED: 3.54
- @32000 steps
- CV11
- WER: 11.47
- WER NORMALIZED: 8.23
- CER: 1.91
- CER NORMALIZED: 1.43
- Fleurs
- WER: 10.1
- WER NORMALIZED: 8.21
- CER: 2.2
- CER NORMALIZED: 3.23 |