vinicius-ianni / whisper-rs

Rust bindings to https://github.com/ggerganov/whisper.cpp

whisper-rs

Rust bindings to whisper.cpp

Usage

use whisper_rs::{WhisperContext, FullParams, SamplingStrategy};

fn main() {
    // load a context and model
    let mut ctx = WhisperContext::new("path/to/model").expect("failed to load model");

    // create a params object
    let mut params = FullParams::new(SamplingStrategy::Greedy { best_of: 1 });

    // assume we have a buffer of audio data
    // here we'll make a fake one, floating point samples, 32 bit, 16KHz, mono
    let audio_data = vec![0_f32; 16000 * 2];

    // now we can run the model
    let state = ctx.create_state().expect("failed to create state");
    ctx.full(&state, params, &audio_data[..])
        .expect("failed to run model");

    // fetch the results
    let num_segments = ctx
        .full_n_segments(&state)
        .expect("failed to get number of segments");
    for i in 0..num_segments {
        let segment = ctx
            .full_get_segment_text(&state, i)
            .expect("failed to get segment");
        let start_timestamp = ctx
            .full_get_segment_t0(&state, i)
            .expect("failed to get segment start timestamp");
        let end_timestamp = ctx
            .full_get_segment_t1(&state, i)
            .expect("failed to get segment end timestamp");
        println!("[{} - {}]: {}", start_timestamp, end_timestamp, segment);
    }
}

See examples/basic_use.rs for more details.

Lower level bindings are exposed if needed, but the above should be enough for most use cases. See the docs: https://docs.rs/whisper-rs/ for more details.

Building

See BUILDING.md for instructions for building whisper-rs on Windows and OSX M1.

Troubleshooting

• I get an error about a lot of undefined symbols at compile time!
  • These symbols might be part of the C++ standard library.
    • Try linking against it with the -Clink-args=-lstdc++ compiler flag:
    • RUSTFLAGS="-Clink-args=-lstdc++" cargo build
• macOS/Android aren't working!
  • I don't have a way to test these platforms, so I can't really help you.
    • If you can get it working, please open a PR with any changes to make it work and build instructions in BUILDING.md!
• I get a panic during binding generation build!
  • You can attempt to fix it yourself, or you can set the WHISPER_DONT_GENERATE_BINDINGS environment variable. This skips attempting to build the bindings whatsoever and copies the existing ones. They may be out of date, but it's better than nothing.
    • WHISPER_DONT_GENERATE_BINDINGS=1 cargo build
  • If you can fix the issue, please open a PR!

License

Unlicense

tl;dr: public domain