Clean up VAD example and write to output file
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c2fba5055b
commit
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1 changed files with 36 additions and 13 deletions
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@ -1,5 +1,6 @@
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use hound::SampleFormat;
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use hound::{SampleFormat, WavSpec, WavWriter};
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use std::io::Read;
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use std::time::Instant;
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use whisper_rs::{WhisperVadContext, WhisperVadContextParams, WhisperVadParams, WhisperVadSegment};
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fn main() {
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@ -9,14 +10,15 @@ fn main() {
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let wav_path = std::env::args()
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.nth(2)
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.expect("Please specify path to WAV file as argument 2");
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let dest_path = std::env::args()
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.nth(3)
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.expect("Please specify output path as argument 3");
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let wav_reader = hound::WavReader::open(wav_path).expect("failed to open wav file");
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assert_eq!(
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wav_reader.spec().sample_rate,
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16000,
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"expected 16kHz sample rate"
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);
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assert_eq!(wav_reader.spec().channels, 1, "expected mono audio");
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let input_sample_rate = wav_reader.spec().sample_rate;
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let input_channels = wav_reader.spec().channels;
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assert_eq!(input_sample_rate, 16000, "expected 16kHz sample rate");
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assert_eq!(input_channels, 1, "expected mono audio");
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let samples = decode_to_float(wav_reader);
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@ -31,18 +33,39 @@ fn main() {
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WhisperVadContext::new(&model_path, vad_ctx_params).expect("failed to load model");
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let vad_params = WhisperVadParams::new();
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let st = Instant::now();
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let result = vad_ctx
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.segments_from_samples(vad_params, &samples)
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.expect("failed to run VAD");
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let et = Instant::now();
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let dt = et.duration_since(st);
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println!("took {:?} to run the VAD model", dt);
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let mut output = WavWriter::create(
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dest_path,
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WavSpec {
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channels: input_channels,
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sample_rate: 16000,
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bits_per_sample: 32,
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sample_format: SampleFormat::Float,
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},
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)
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.expect("failed to open output file");
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for WhisperVadSegment { start, end } in result {
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println!(
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"detected speech between {}s and {}s",
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// each segment is in centiseconds so must be modified
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start / 100.0,
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end / 100.0
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);
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// convert from centiseconds to seconds
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let start_ts = start / 100.0;
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let end_ts = end / 100.0;
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println!("detected speech between {}s and {}s", start_ts, end_ts);
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let start_sample_idx = (start_ts * input_sample_rate as f32) as usize;
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let end_sample_idx = (end_ts * input_sample_rate as f32) as usize;
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for sample in &samples[start_sample_idx..end_sample_idx] {
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output
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.write_sample(*sample)
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.expect("failed to write sample");
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}
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}
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output.finalize().expect("failed to finalize dest file");
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}
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fn decode_to_float<T: Read>(rdr: hound::WavReader<T>) -> Vec<f32> {
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