spow12/whisper-medium-zeroth_korean

Whisper-Medium-KsponSpeech

The Whisper-medium Model finetunned with KsponSpeech

Model Description

• Developed by : yw0nam
• Shared by : yw0nam
• Model type : ASR
• License: [apache-2.0]

Uses

processor = WhisperProcessor.from_pretrained("openai/whisper-medium", language="ko", task="transcribe")
model = WhisperForConditionalGeneration.from_pretrained('spow12/whisper-medium-zeroth_korean').cuda()

data, _ = librosa.load(wav_path, sr=16000)
input_features = processor(data, sampling_rate=16000, return_tensors="pt").input_features.cuda()

predicted_ids = model.generate(input_features)
transcription = processor.batch_decode(predicted_ids, skip_special_tokens=True)[0]

Metrics

Metric	result
WER	3.96
CER	1.71