metadata
language: it
license: mit
tags:
- whisper
- automatic-speech-recognition
- italian
- localai
datasets:
- mozilla-foundation/common_voice_25_0
base_model: openai/whisper-tiny
pipeline_tag: automatic-speech-recognition
whisper-tiny-it-yodas-only
Fine-tuned openai/whisper-tiny for Italian automatic speech recognition (ASR).
Author: Ettore Di Giacinto
Brought to you by the LocalAI team. This model can be used directly with LocalAI.
Training Details
- Base model: openai/whisper-tiny
- Dataset: YODAS-Granary Italian (asr_only + ast capped at 200000)
- Steps: 10,000
- Precision: bf16
Usage
Transformers
from transformers import pipeline
pipe = pipeline("automatic-speech-recognition", model="LocalAI-io/whisper-tiny-it-yodas-only")
result = pipe("audio.mp3", generate_kwargs={"language": "it", "task": "transcribe"})
print(result["text"])
CTranslate2 / faster-whisper (INT8, optimized for CPU)
See: LocalAI-io/whisper-tiny-it-yodas-only-ct2-int8
Links
- CTranslate2 INT8: LocalAI-io/whisper-tiny-it-yodas-only-ct2-int8
- Code: github.com/mudler/italian-asr
- LocalAI: github.com/mudler/LocalAI