hpscript/whisper-small-kansai-lora

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)