install.sh

sudo apt-get update
sudo apt-get install nvidia-cudnn
sudo apt-get install python3-venv
mkdir faster-whisper-demo
cd faster-whisper-demo
python3 -m venv ./venv
source ./venv/bin/activate
pip install faster-whisper
cat <<EOF > whisper.py
from faster_whisper import WhisperModel

model_size = "large-v3"

# Run on GPU with FP16
model = WhisperModel(model_size, device="cuda", compute_type="float16")

# or run on GPU with INT8
# model = WhisperModel(model_size, device="cuda", compute_type="int8_float16")
# or run on CPU with INT8
# model = WhisperModel(model_size, device="cpu", compute_type="int8")

segments, info = model.transcribe("rick.wav", beam_size=5)

print("Detected language '%s' with probability %f" % (info.language, info.language_probability))

for segment in segments:
    print("[%.2fs -> %.2fs] %s" % (segment.start, segment.end, segment.text))
EOF