2 releases
0.3.1 | Jun 22, 2023 |
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0.3.0 | Jun 22, 2023 |
#2417 in Algorithms
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15KB
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STFT
status: working. missing some tests. api still in flux.
computes the short-time fourier transform on streaming data. written in rust.
to use add stft = "*"
to the [dependencies]
section of your Cargo.toml
and call extern crate stft;
in your code.
read the documentation for an example and more !
contributing
licensed under either of apache-2.0 (tl;dr) or MIT (tl;dr) at your option
lib.rs
:
computes the short-time fourier transform on streaming data.
to use add ruststft = "*"
to the [dependencies]
section of your Cargo.toml
and use ruststft;
in your code.
example
use ruststft::{STFT, WindowType};
// let's generate ten seconds of fake audio
let sample_rate: usize = 44100;
let seconds: usize = 10;
let sample_count = sample_rate * seconds;
let all_samples = (0..sample_count).map(|x| x as f64).collect::<Vec<f64>>();
// let's initialize our short-time fourier transform
let window_type: WindowType = WindowType::Hanning;
let window_size: usize = 1024;
let step_size: usize = 512;
let mut stft = STFT::new(window_type, window_size, step_size);
// we need a buffer to hold a computed column of the spectrogram
let mut spectrogram_column: Vec<f64> =
std::iter::repeat(0.).take(stft.output_size()).collect();
// iterate over all the samples in chunks of 3000 samples.
// in a real program you would probably read from something instead.
for some_samples in (&all_samples[..]).chunks(3000) {
// append the samples to the internal ringbuffer of the stft
stft.append_samples(some_samples);
// as long as there remain window_size samples in the internal
// ringbuffer of the stft
while stft.contains_enough_to_compute() {
// compute one column of the stft by
// taking the first window_size samples of the internal ringbuffer,
// multiplying them with the window,
// computing the fast fourier transform,
// taking half of the symetric complex outputs,
// computing the norm of the complex outputs and
// taking the log10
stft.compute_column(&mut spectrogram_column[..]);
// here's where you would do something with the
// spectrogram_column...
// drop step_size samples from the internal ringbuffer of the stft
// making a step of size step_size
stft.move_to_next_column();
}
}
Dependencies
~3MB
~60K SLoC