openslr/openslr
Updated • 461 • 29
How to use Vira21/Whisper-Small-Khmer with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("automatic-speech-recognition", model="Vira21/Whisper-Small-Khmer") # Load model directly
from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq
processor = AutoProcessor.from_pretrained("Vira21/Whisper-Small-Khmer")
model = AutoModelForSpeechSeq2Seq.from_pretrained("Vira21/Whisper-Small-Khmer")This model is a fine-tuned variant of openai/whisper-small, 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-Small-Khmer Demo.
Base model
openai/whisper-small