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| 1 | +use hound::WavReader; |
| 2 | +use recorder::{DenoiseError, RealTimeDenoise}; |
| 3 | +use std::sync::{ |
| 4 | + Arc, |
| 5 | + atomic::{AtomicBool, Ordering}, |
| 6 | +}; |
| 7 | + |
| 8 | +fn main() -> Result<(), Box<dyn std::error::Error>> { |
| 9 | + env_logger::init(); |
| 10 | + log::info!("Starting real-time denoise demo..."); |
| 11 | + log::info!("Press Ctrl-C to stop demo."); |
| 12 | + |
| 13 | + let stop_sig = Arc::new(AtomicBool::new(false)); |
| 14 | + let stop_sig_clone = stop_sig.clone(); |
| 15 | + ctrlc::set_handler(move || { |
| 16 | + log::info!("Ctrl-C received, stopping demo..."); |
| 17 | + stop_sig_clone.store(true, Ordering::Relaxed); |
| 18 | + })?; |
| 19 | + |
| 20 | + // Read input file to get audio specification |
| 21 | + let reader = WavReader::open("target/input.wav")?; |
| 22 | + let spec = reader.spec(); |
| 23 | + |
| 24 | + log::info!("Audio format:"); |
| 25 | + log::info!(" Sample rate: {} Hz", spec.sample_rate); |
| 26 | + log::info!(" Channels: {}", spec.channels); |
| 27 | + log::info!(" Bits per sample: {}", spec.bits_per_sample); |
| 28 | + log::info!(" Sample format: {:?}", spec.sample_format); |
| 29 | + |
| 30 | + // Create real-time denoiser |
| 31 | + let model = RealTimeDenoise::model(); |
| 32 | + let mut denoiser = RealTimeDenoise::new(&model, spec)?; |
| 33 | + |
| 34 | + log::info!("Real-time denoiser created successfully"); |
| 35 | + |
| 36 | + // Process audio in chunks to simulate real-time processing |
| 37 | + let mut total_processed = 0; |
| 38 | + let mut total_output = 0; |
| 39 | + |
| 40 | + // Read samples from input file |
| 41 | + let samples: Vec<f32> = match spec.sample_format { |
| 42 | + hound::SampleFormat::Float => reader |
| 43 | + .into_samples::<f32>() |
| 44 | + .collect::<Result<Vec<_>, _>>()?, |
| 45 | + hound::SampleFormat::Int => match spec.bits_per_sample { |
| 46 | + 16 => reader |
| 47 | + .into_samples::<i16>() |
| 48 | + .map(|s| s.map(|v| v as f32)) |
| 49 | + .collect::<Result<Vec<_>, _>>()?, |
| 50 | + 24 | 32 => reader |
| 51 | + .into_samples::<i32>() |
| 52 | + .map(|s| s.map(|v| v as f32)) |
| 53 | + .collect::<Result<Vec<_>, _>>()?, |
| 54 | + _ => { |
| 55 | + return Err(Box::new(DenoiseError::UnsupportedBitDepth( |
| 56 | + spec.bits_per_sample, |
| 57 | + ))); |
| 58 | + } |
| 59 | + }, |
| 60 | + }; |
| 61 | + |
| 62 | + log::info!("Total samples to process: {}", samples.len()); |
| 63 | + |
| 64 | + // Process audio in chunks |
| 65 | + let chunk_size = 1024; // Process 1024 samples at a time |
| 66 | + let mut processed_samples = Vec::new(); |
| 67 | + |
| 68 | + let now = std::time::Instant::now(); |
| 69 | + |
| 70 | + for chunk in samples.chunks(chunk_size) { |
| 71 | + if stop_sig.load(Ordering::Relaxed) { |
| 72 | + log::info!("Stopping demo..."); |
| 73 | + break; |
| 74 | + } |
| 75 | + |
| 76 | + total_processed += chunk.len(); |
| 77 | + |
| 78 | + // Process the chunk |
| 79 | + if let Some(denoised) = denoiser.process_frame(chunk)? { |
| 80 | + total_output += denoised.len(); |
| 81 | + processed_samples.extend(denoised); |
| 82 | + |
| 83 | + log::debug!( |
| 84 | + "Processed: {} samples, Output: {} samples, Buffer: {} samples", |
| 85 | + total_processed, |
| 86 | + total_output, |
| 87 | + denoiser.buffered_samples() |
| 88 | + ); |
| 89 | + } else { |
| 90 | + log::debug!( |
| 91 | + "Buffered: {} samples (waiting for full frame)", |
| 92 | + denoiser.buffered_samples() |
| 93 | + ); |
| 94 | + } |
| 95 | + } |
| 96 | + |
| 97 | + // Process any remaining buffered samples |
| 98 | + if let Some(remained) = denoiser.flush() { |
| 99 | + log::info!("Processing remaining buffered samples: {}", remained.len()); |
| 100 | + |
| 101 | + total_output += remained.len(); |
| 102 | + processed_samples.extend(remained); |
| 103 | + } |
| 104 | + |
| 105 | + let elapsed = now.elapsed(); |
| 106 | + |
| 107 | + log::info!("Real-time denoising completed!"); |
| 108 | + log::info!( |
| 109 | + "Input samples: {}, Output samples: {}, Buffer remaining: {}", |
| 110 | + total_processed, |
| 111 | + total_output, |
| 112 | + denoiser.buffered_samples() |
| 113 | + ); |
| 114 | + log::info!( |
| 115 | + "Processing time: {:.2?}, Throughput: {:.2} samples/sec", |
| 116 | + elapsed, |
| 117 | + total_processed as f64 / elapsed.as_secs_f64() |
| 118 | + ); |
| 119 | + |
| 120 | + // Save processed audio to file (optional) |
| 121 | + if !processed_samples.is_empty() { |
| 122 | + log::info!("Saving processed audio to target/output_real_time.wav..."); |
| 123 | + |
| 124 | + let mut writer = hound::WavWriter::create("target/output_real_time.wav", spec)?; |
| 125 | + for sample in processed_samples { |
| 126 | + writer.write_sample(sample)?; |
| 127 | + } |
| 128 | + writer.finalize()?; |
| 129 | + |
| 130 | + log::info!("Output file saved: target/output_real_time.wav"); |
| 131 | + } |
| 132 | + |
| 133 | + Ok(()) |
| 134 | +} |
| 135 | + |
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