google/fleurs
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How to use Vira21/Whisper-Base-KhmerV2 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("automatic-speech-recognition", model="Vira21/Whisper-Base-KhmerV2") # Load model directly
from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq
processor = AutoProcessor.from_pretrained("Vira21/Whisper-Base-KhmerV2")
model = AutoModelForSpeechSeq2Seq.from_pretrained("Vira21/Whisper-Base-KhmerV2")This model is a fine-tuned variant of openai/whisper-base, specifically adapted to enhance performance on diverse datasets. Designed to deliver improved transcription accuracy across multiple languages, including Khmer, it is fine-tuned with a focus on understanding the nuances of non-English languages and dialects.
Explore its capabilities in real-time transcription and multilingual support in the demo space: Whisper-Base-KhmerV2 Demo.
Base model
openai/whisper-base