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base_model: openai/whisper-small
library_name: peft
language:
  - ja
pipeline_tag: automatic-speech-recognition
tags:
  - lora
  - whisper
  - speech-to-text
  - kansai-dialect
  - japanese

Whisper-Small-Kansai-LoRA

[JP] このモデルは、OpenAIの Whisper Small をベースに、関西弁（近畿方言）に特化してファインチューニングした音声認識（STT）用LoRAモデルです。
[EN] This is a LoRA adapter for Whisper Small, fine-tuned specifically for the Kansai dialect (Kinki dialect) of Japanese.

Model Details / モデルの詳細

[JP] 特徴

標準的なWhisperでは標準語に修正されがちな「〜やねん」「〜しはる」といった関西弁特有の表現を、聞こえたままに文字起こしすることを目指しています。

[EN] Features

While standard Whisper models often "correct" Kansai dialect into standard Japanese, this model aims to transcribe specific Kansai expressions (e.g., "~~yanen", "~~shiharu") as they are spoken.

Developer: hpscript
Language: Japanese (Kansai Dialect)
Base Model: openai/whisper-small
Method: PEFT (LoRA)

Usage / 使い方

import torch
from transformers import WhisperForConditionalGeneration, WhisperProcessor
from peft import PeftModel

base_model_id = "openai/whisper-small"
lora_model_id = "hpscript/whisper-small-kansai-lora"

model = WhisperForConditionalGeneration.from_pretrained(base_model_id)
model = PeftModel.from_pretrained(model, lora_model_id)
processor = WhisperProcessor.from_pretrained(base_model_id)