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| # Transcribe audio livestream by feeding ffmpeg output to whisper.cpp at regular intervals | |
| # Idea by @semiformal-net | |
| # ref: https://github.com/ggerganov/whisper.cpp/issues/185 | |
| # | |
| # TODO: | |
| # - Currently, there is a gap between sequential chunks, so some of the words are dropped. Need to figure out a | |
| # way to produce a continuous stream of audio chunks. | |
| # | |
| url="http://a.files.bbci.co.uk/media/live/manifesto/audio/simulcast/hls/nonuk/sbr_low/ak/bbc_world_service.m3u8" | |
| step_ms=10000 | |
| model="base.en" | |
| if [ -z "$1" ]; then | |
| echo "Usage: $0 stream_url [step_ms] [model]" | |
| echo "" | |
| echo " Example:" | |
| echo " $0 $url $step_ms $model" | |
| echo "" | |
| echo "No url specified, using default: $url" | |
| else | |
| url="$1" | |
| fi | |
| if [ -n "$2" ]; then | |
| step_ms="$2" | |
| fi | |
| if [ -n "$3" ]; then | |
| model="$3" | |
| fi | |
| # Whisper models | |
| models=( "tiny.en" "tiny" "base.en" "base" "small.en" "small" "medium.en" "medium" "large" ) | |
| # list available models | |
| function list_models { | |
| printf "\n" | |
| printf " Available models:" | |
| for model in "${models[@]}"; do | |
| printf " $model" | |
| done | |
| printf "\n\n" | |
| } | |
| if [[ ! " ${models[@]} " =~ " ${model} " ]]; then | |
| printf "Invalid model: $model\n" | |
| list_models | |
| exit 1 | |
| fi | |
| running=1 | |
| trap "running=0" SIGINT SIGTERM | |
| printf "[+] Transcribing stream with model '$model', step_ms $step_ms (press Ctrl+C to stop):\n\n" | |
| while [ $running -eq 1 ]; do | |
| ffmpeg -y -re -probesize 32 -i $url -ar 16000 -ac 1 -c:a pcm_s16le -t ${step_ms}ms /tmp/whisper-live0.wav > /dev/null 2> /tmp/whisper-live.err | |
| if [ $? -ne 0 ]; then | |
| printf "Error: ffmpeg failed to capture audio stream\n" | |
| exit 1 | |
| fi | |
| mv /tmp/whisper-live0.wav /tmp/whisper-live.wav | |
| ./main -t 8 -m ./models/ggml-small.en.bin -f /tmp/whisper-live.wav --no-timestamps -otxt 2> /tmp/whispererr | tail -n 1 & | |
| done | |