# pip install -U transformers accelerate
# Load model directly
from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq
processor = AutoProcessor.from_pretrained("alexantonov/whisper-small-chv-pre")
model = AutoModelForSpeechSeq2Seq.from_pretrained("alexantonov/whisper-small-chv-pre", device_map="auto")Quick Links
whisper-small-cv-pre
This model is a fine-tuned version of openai/whisper-small on the Common Voice 17.0 (Chuvash part) and the Chuvash Voice datasets.
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# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="alexantonov/whisper-small-chv-pre")