diff --git a/.DS_Store b/.DS_Store deleted file mode 100644 index 5008ddf..0000000 Binary files a/.DS_Store and /dev/null differ diff --git a/.gitignore b/.gitignore index cd3f4ed..e48a413 100644 --- a/.gitignore +++ b/.gitignore @@ -168,3 +168,4 @@ cython_debug/ # ignore the aifs index files _.aifs 01OS/output_audio.wav +.DS_Store diff --git a/01OS/.env.example b/01OS/.env.example index 388ae53..0b80c82 100644 --- a/01OS/.env.example +++ b/01OS/.env.example @@ -5,6 +5,7 @@ # else we use whisper.cpp and piper local models ALL_LOCAL=False WHISPER_MODEL_NAME="ggml-tiny.en.bin" +WHISPER_MODEL_URL="https://huggingface.co/ggerganov/whisper.cpp/resolve/main/" # Uncomment to set your OpenAI API key # OPENAI_API_KEY=sk-... diff --git a/01OS/01OS/server/.DS_Store b/01OS/01OS/server/.DS_Store deleted file mode 100644 index 061ee6c..0000000 Binary files a/01OS/01OS/server/.DS_Store and /dev/null differ diff --git a/01OS/01OS/server/stt/local_service/.DS_Store b/01OS/01OS/server/stt/local_service/.DS_Store deleted file mode 100644 index c18108c..0000000 Binary files a/01OS/01OS/server/stt/local_service/.DS_Store and /dev/null differ diff --git a/01OS/01OS/server/stt/stt.py b/01OS/01OS/server/stt/stt.py index b235a8f..2a57c9b 100644 --- a/01OS/01OS/server/stt/stt.py +++ b/01OS/01OS/server/stt/stt.py @@ -57,7 +57,7 @@ def run_command(command): def get_transcription_file(wav_file_path: str): local_path = os.path.join(os.path.dirname(__file__), 'local_service') - whisper_rust_path = os.path.join(local_path, 'whisper-rust') + whisper_rust_path = os.path.join(os.path.dirname(__file__), 'whisper-rust', 'target', 'release') model_name = os.getenv('WHISPER_MODEL_NAME') if not model_name: raise EnvironmentError("WHISPER_MODEL_NAME environment variable is not set.") diff --git a/01OS/01OS/server/stt/whisper-rust/.gitignore b/01OS/01OS/server/stt/whisper-rust/.gitignore new file mode 100644 index 0000000..71ab9a4 --- /dev/null +++ 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+1,34 @@ +mod transcribe; + +use clap::Parser; +use std::path::PathBuf; +use transcribe::transcribe; + +#[derive(Parser, Debug)] +#[command(author, version, about, long_about = None)] +struct Args { + /// This is the model for Whisper STT + #[arg(short, long, value_parser, required = true)] + model_path: PathBuf, + + /// This is the wav audio file that will be converted from speech to text + #[arg(short, long, value_parser, required = true)] + file_path: Option, +} + +fn main() { + + let args = Args::parse(); + + let file_path = match args.file_path { + Some(fp) => fp, + None => panic!("No file path provided") + }; + + let result = transcribe(&args.model_path, &file_path); + + match result { + Ok(transcription) => print!("{}", transcription), + Err(e) => panic!("Error: {}", e), + } +} \ No newline at end of file diff --git a/01OS/01OS/server/stt/whisper-rust/src/transcribe.rs b/01OS/01OS/server/stt/whisper-rust/src/transcribe.rs new file mode 100644 index 0000000..35970cc --- /dev/null +++ b/01OS/01OS/server/stt/whisper-rust/src/transcribe.rs @@ -0,0 +1,64 @@ +use whisper_rs::{FullParams, SamplingStrategy, WhisperContext, WhisperContextParameters}; +use std::path::PathBuf; + + +/// Transcribes the given audio file using the whisper-rs library. +/// +/// # Arguments +/// * `model_path` - Path to Whisper model file +/// * `file_path` - A string slice that holds the path to the audio file to be transcribed. +/// +/// # Returns +/// +/// A Result containing a String with the transcription if successful, or an error message if not. +pub fn transcribe(model_path: &PathBuf, file_path: &PathBuf) -> Result { + + let model_path_str = model_path.to_str().expect("Not valid model path"); + // Load a context and model + let ctx = WhisperContext::new_with_params( + model_path_str, // Replace with the actual path to the model + WhisperContextParameters::default(), + ) + .map_err(|_| "failed to load model")?; + + // Create a state + let mut state = ctx.create_state().map_err(|_| "failed to create state")?; + + // Create a params object + // Note that currently the only implemented strategy is Greedy, BeamSearch is a WIP + let mut params = FullParams::new(SamplingStrategy::Greedy { best_of: 1 }); + + // Edit parameters as needed + params.set_n_threads(1); // Set the number of threads to use + params.set_translate(true); // Enable translation + params.set_language(Some("en")); // Set the language to translate to English + // Disable printing to stdout + params.set_print_special(false); + params.set_print_progress(false); + params.set_print_realtime(false); + params.set_print_timestamps(false); + + // Load the audio file + let audio_data = std::fs::read(file_path) + .map_err(|e| format!("failed to read audio file: {}", e))? + .chunks_exact(2) + .map(|chunk| i16::from_ne_bytes([chunk[0], chunk[1]])) + .collect::>(); + + // Convert the audio data to the required format (16KHz mono i16 samples) + let audio_data = whisper_rs::convert_integer_to_float_audio(&audio_data); + + // Run the model + state.full(params, &audio_data[..]).map_err(|_| "failed to run model")?; + + // Fetch the results + let num_segments = state.full_n_segments().map_err(|_| "failed to get number of segments")?; + let mut transcription = String::new(); + for i in 0..num_segments { + let segment = state.full_get_segment_text(i).map_err(|_| "failed to get segment")?; + transcription.push_str(&segment); + transcription.push('\n'); + } + + Ok(transcription) +} \ No newline at end of file diff --git a/01OS/start.sh b/01OS/start.sh index c78b99f..0918533 100755 --- a/01OS/start.sh +++ b/01OS/start.sh @@ -71,19 +71,39 @@ if [[ "$ALL_LOCAL" == "True" ]]; then ## WHISPER - WHISPER_MODEL_URL="https://huggingface.co/ggerganov/whisper.cpp/resolve/main/" - WHISPER_PATH="$SCRIPT_DIR/01OS/server/stt/local_service" - if [[ ! -f "${WHISPER_PATH}/${WHISPER_MODEL_NAME}" ]]; then - mkdir -p "${WHISPER_PATH}" - curl -L "${WHISPER_MODEL_URL}${WHISPER_MODEL_NAME}" -o "${WHISPER_PATH}/${WHISPER_MODEL_NAME}" + CWD=$(pwd) + + STT_PATH="$SCRIPT_DIR/01OS/server/stt" + WHISPER_RUST_PATH="${STT_PATH}/whisper-rust" + cd ${WHISPER_RUST_PATH} + + # Check if whisper-rust executable exists + if [[ ! -f "${WHISPER_RUST_PATH}/target/release/whisper-rust" ]]; then + + # Check if Rust is installed. Needed to build whisper executable + if ! command -v rustc &> /dev/null; then + echo "Rust is not installed or is not in system PATH. Please install Rust before proceeding." + exit 1 + fi + + # Build the Whisper Rust executable + cargo build --release + fi + + WHISPER_MODEL_PATH="${STT_PATH}/local_service" + if [[ ! -f "${WHISPER_MODEL_PATH}/${WHISPER_MODEL_NAME}" ]]; then + mkdir -p "${WHISPER_MODEL_PATH}" + curl -L "${WHISPER_MODEL_URL}${WHISPER_MODEL_NAME}" -o "${WHISPER_MODEL_PATH}/${WHISPER_MODEL_NAME}" fi + cd $CWD + ## PIPER - PIPER_FILE_PATH="$SCRIPT_DIR/01OS/server/tts/local_service${PIPER_URL}${PIPER_ASSETNAME}" - if [[ ! -f "$PIPER_FILE_PATH" ]]; then + PIPER_FOLDER_PATH="$SCRIPT_DIR/01OS/server/tts/local_service" + if [[ ! -f "$PIPER_FOLDER_PATH" ]]; then - mkdir -p "${PIPER_FILE_PATH}" + mkdir -p "${PIPER_FOLDER_PATH}" OS=$(uname -s) ARCH=$(uname -m) @@ -104,7 +124,7 @@ if [[ "$ALL_LOCAL" == "True" ]]; then CWD=$(pwd) # Navigate to SCRIPT_DIR/01OS/server/tts/local_service - cd $SCRIPT_DIR/01OS/server/tts/local_service + cd ${PIPER_FOLDER_PATH} curl -L "${PIPER_URL}${PIPER_ASSETNAME}" -o "${PIPER_ASSETNAME}" tar -xvzf $PIPER_ASSETNAME diff --git a/README.md b/README.md index e27e5a5..d859ea7 100644 --- a/README.md +++ b/README.md @@ -20,6 +20,8 @@ brew install portaudio ffmpeg sudo apt-get install portaudio19-dev ffmpeg ``` +If you want to run local speech-to-text using Whisper, install Rust. Follow the instructions given [here](https://www.rust-lang.org/tools/install). + ## Setup for usage (experimental): ```bash