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Center-of-Advanced-Software-Technologies/
whisper-large-v2-artsakh-hy

Name: whisper-large-v2-artsakh-hy
Availability: InStock

automatic-speech-recognition

DALiH-ANR/artsakh_hy

openai/whisper-large-v2

finetune

cc-by-4.0

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Whisper Large v2 - Artsakh Dialect ASR

This is a Whisper Large v2 model fine-tuned on the Artsakh Armenian dialect for automatic speech recognition (ASR).
It can transcribe audio in the Artsakh dialect with high accuracy.

Model Information

Base model: openai/whisper-large-v2
Task: Automatic Speech Recognition (ASR)
Language / Dialect: Artsakh Armenian
Framework versions:
- torch==2.0.1
- transformers==4.36.2

Inference Example

python

import torch
from transformers import pipeline

model = torch.load(
    "model.pth",
    weights_only=False,
)

pipe = pipeline(
    "automatic-speech-recognition",
    model=model,
    tokenizer="openai/whisper-large-v2",
    feature_extractor="openai/whisper-large-v2",
    device="cuda" if torch.cuda.is_available() else "cpu"
)

audio_paths = [
    "example1.wav",
    "example2.wav"
]

for audio_path in audio_paths:
    result = pipe(audio_path)
    print(f"Audio: {audio_paths}")
    print(f"Transcription: {result['text']}")

Center-of-Advanced-Software-Technologies/whisper-large-v2-artsakh-hy

Whisper Large v2 - Artsakh Dialect ASR

Model Information

Inference Example

Center-of-Advanced-Software-Technologies/
whisper-large-v2-artsakh-hy