/whisper.cpp-windows-vulkan-bin

whisper.cpp Windows binary w/ Vulkan GPU support

whisper.cpp Windows binary w/ Vulkan GPU support

Get whisper.cpp-windows-vulkan.zip from the Releases page

Example: Integration to Subtitle Edit

Copy file to %appdata%\Subtitle Edit\Whisper\Cpp

You may need to create the directory manually

Example: Download and Transcribe YouTube video

Bash command

Download video

yt-dlp \
    -f "bestvideo[ext=mp4]+bestaudio[ext=m4a]/best[ext=mp4]/best" \
    -o "video/1.mp4" \
    --no-simulate \
    --no-write-auto-subs \
    --restrict-filenames \
    --embed-thumbnail \
    --embed-chapters \
    --xattrs \
    "https://www.youtube.com/watch?v=UF8uR6Z6KLc";

Extract audio and Resample

ffmpeg \
    -i "video/1.mp4" \
    -hide_banner \
    -vn \
    -loglevel error \
    -ar 16000 \
    -ac 1 \
    -c:a pcm_s16le \
    -y \
    "video/1.wav";

Transcribe

https://huggingface.co/ggerganov/whisper.cpp

./whisper-cli \
    -m "model/ggml-large-v2-q5_0.bin" \
    -f "video/1.wav" \
    -sns \
    -osrt;

Transcribe w/ VAD

https://huggingface.co/ggml-org/whisper-vad

./whisper-cli \
    -m "model/ggml-large-v2-q5_0.bin" \
    --vad \
    -vm "model/ggml-silero-v5.1.2.bin" \
    -f "video/1.wav" \
    -sns \
    -osrt;

More usage

See ggml-org/whisper.cpp