|
--- |
|
language: de |
|
inference: false |
|
datasets: |
|
- common_voice |
|
metrics: |
|
- wer |
|
- cer |
|
tags: |
|
- audio |
|
- automatic-speech-recognition |
|
- speech |
|
- hf-asr-leaderboard |
|
- peft |
|
- lora |
|
license: apache-2.0 |
|
model-index: |
|
- name: whisper-large-german-lora-cv13 by Florian Zimmermeister @A\\\\Ware |
|
results: |
|
- task: |
|
name: Speech Recognition |
|
type: automatic-speech-recognition |
|
dataset: |
|
name: Common Voice de |
|
type: common_voice |
|
args: de |
|
metrics: |
|
- name: Test WER |
|
type: wer |
|
value: 2.4500041837503135 |
|
- name: Test CER |
|
type: cer |
|
value: 0.9812827135155306 |
|
- task: |
|
name: Speech Recognition |
|
type: automatic-speech-recognition |
|
dataset: |
|
name: google/fleurs |
|
type: google/fleurs |
|
args: de_de |
|
metrics: |
|
- name: Test WER |
|
type: wer |
|
value: 2.9986468200270635 |
|
- name: Test CER |
|
type: cer |
|
value: 1.510723544661796 |
|
library_name: transformers |
|
pipeline_tag: automatic-speech-recognition |
|
--- |
|
|
|
This model is the peft lora adapter for whisper |
|
|
|
The eval script can be found here https://github.com/flozi00/asr-as-a-service/blob/6d75d398bebe46d2ca84933b15e9f6017075cc97/eval.py containing some normalizations, for example "Stephanie" and "Stefanie" or "seins" and "seines". |
|
|
|
The model can be tried for free on https://atra.ai without caring about hosting or installation |
