From 510e3a5fd07fc27f2a16367e839780aa345f9705 Mon Sep 17 00:00:00 2001 From: Louis Beaumont Date: Thu, 11 Jul 2024 15:20:18 +0200 Subject: [PATCH] feat: cut audio storage by 10x --- screenpipe-audio/Cargo.toml | 6 +- screenpipe-audio/src/bin/screenpipe-audio.rs | 4 +- screenpipe-audio/src/core.rs | 151 ++++++++++--------- screenpipe-audio/src/stt.rs | 16 -- screenpipe-audio/test_data/selah.mp3 | Bin 0 -> 480812 bytes screenpipe-audio/tests/core_tests.rs | 59 +++++++- screenpipe-server/src/core.rs | 2 +- screenpipe-server/src/db.rs | 6 +- 8 files changed, 141 insertions(+), 103 deletions(-) create mode 100644 screenpipe-audio/test_data/selah.mp3 diff --git a/screenpipe-audio/Cargo.toml b/screenpipe-audio/Cargo.toml index ea7b1c14..c6944a37 100644 --- a/screenpipe-audio/Cargo.toml +++ b/screenpipe-audio/Cargo.toml @@ -39,7 +39,7 @@ base64 = "0.21.7" anyhow = "1.0.86" byteorder = "1.5.0" hf-hub = "0.3.2" -symphonia = "0.5.4" +symphonia = { version = "0.5.4", features = ["mp3"] } rand = "0.8.5" rubato = "0.15.0" @@ -56,8 +56,12 @@ tracing = { workspace = true } # Concurrency crossbeam = "0.8" +# Bytes +bytemuck = "1.16.1" + [dev-dependencies] tempfile = "3.3.0" +infer = "0.15" [features] metal = ["candle/metal", "candle-nn/metal", "candle-transformers/metal"] diff --git a/screenpipe-audio/src/bin/screenpipe-audio.rs b/screenpipe-audio/src/bin/screenpipe-audio.rs index 93f18e7d..627d1e6a 100644 --- a/screenpipe-audio/src/bin/screenpipe-audio.rs +++ b/screenpipe-audio/src/bin/screenpipe-audio.rs @@ -65,7 +65,7 @@ fn main() -> Result<()> { } let chunk_duration = Duration::from_secs(30); - let output_path = PathBuf::from("output.wav"); + let output_path = PathBuf::from("output.mp3"); let (whisper_sender, whisper_receiver) = create_whisper_channel()?; // Spawn threads for each device @@ -74,7 +74,7 @@ fn main() -> Result<()> { .enumerate() .map(|(i, device)| { let whisper_sender = whisper_sender.clone(); - let output_path = output_path.with_file_name(format!("output_{}.wav", i)); + let output_path = output_path.with_file_name(format!("output_{}.mp3", i)); thread::spawn(move || { record_and_transcribe(&device, chunk_duration, output_path, whisper_sender) }) diff --git a/screenpipe-audio/src/core.rs b/screenpipe-audio/src/core.rs index a4667dd4..892e1b86 100644 --- a/screenpipe-audio/src/core.rs +++ b/screenpipe-audio/src/core.rs @@ -1,15 +1,15 @@ use anyhow::{anyhow, Result}; use cpal::traits::{DeviceTrait, HostTrait, StreamTrait}; use cpal::{FromSample, Sample}; -use crossbeam::channel::Sender; +use crossbeam::channel::{Receiver, Sender}; use hound::WavSpec; -use log::{error, info}; +use log::{debug, error, info}; use serde::Serialize; use std::fmt; use std::fs::File; use std::path::PathBuf; use std::sync::{Arc, Mutex}; -use std::time::{Duration, Instant}; +use std::time::Duration; use std::{io::BufWriter, thread}; use crate::AudioInput; @@ -80,6 +80,9 @@ pub fn parse_device_spec(name: &str) -> Result { DeviceSpec::from_name(&name) } +use std::io::Write; +use std::process::{Command, Stdio}; + pub fn record_and_transcribe( device_spec: &DeviceSpec, duration: Duration, @@ -117,34 +120,72 @@ pub fn record_and_transcribe( config ); - let spec = wav_spec_from_config(&config); - let writer = hound::WavWriter::create(&output_path, spec)?; - let writer = Arc::new(Mutex::new(Some(writer))); - let writer_2 = writer.clone(); + let sample_rate = config.sample_rate().0; + let channels = config.channels() as u16; + + let (audio_sender, audio_receiver): (Sender>, Receiver>) = + crossbeam::channel::unbounded(); + let is_running = Arc::new(Mutex::new(true)); + let is_running_clone = is_running.clone(); + + let output_path_clone = output_path.clone(); + // Spawn FFmpeg process in a separate thread + let ffmpeg_handle = thread::spawn(move || { + let mut ffmpeg = Command::new("ffmpeg") + .args(&[ + "-f", + "f32le", + "-ar", + &sample_rate.to_string(), + "-ac", + &channels.to_string(), + "-i", + "pipe:0", + "-c:a", + "libmp3lame", + "-b:a", + "128k", + "-f", + "mp3", + output_path_clone.to_str().unwrap(), + ]) + .stdin(Stdio::piped()) + .stdout(Stdio::null()) + .stderr(Stdio::null()) + .spawn() + .expect("Failed to spawn ffmpeg process"); + + let mut stdin = ffmpeg.stdin.take().expect("Failed to open stdin"); + + while *is_running_clone.lock().unwrap() { + if let Ok(data) = audio_receiver.recv_timeout(Duration::from_millis(100)) { + if let Err(e) = stdin.write_all(&data) { + error!("Failed to write audio data to FFmpeg: {}", e); + break; + } + } + } + + // Close stdin to signal EOF to FFmpeg + drop(stdin); + + // Wait for FFmpeg to finish + match ffmpeg.wait() { + Ok(status) => debug!("FFmpeg process exited with status: {}", status), + Err(e) => error!("Failed to wait for FFmpeg process: {}", e), + } + }); + let err_fn = |err| error!("An error occurred on the audio stream: {}", err); let stream = match config.sample_format() { - cpal::SampleFormat::I8 => audio_device.build_input_stream( - &config.into(), - move |data, _: &_| write_input_data::(data, &writer_2), - err_fn, - None, - )?, - cpal::SampleFormat::I16 => audio_device.build_input_stream( - &config.into(), - move |data, _: &_| write_input_data::(data, &writer_2), - err_fn, - None, - )?, - cpal::SampleFormat::I32 => audio_device.build_input_stream( - &config.into(), - move |data, _: &_| write_input_data::(data, &writer_2), - err_fn, - None, - )?, cpal::SampleFormat::F32 => audio_device.build_input_stream( &config.into(), - move |data, _: &_| write_input_data::(data, &writer_2), + move |data: &[f32], _: &_| { + if let Err(e) = audio_sender.send(bytemuck::cast_slice(data).to_vec()) { + error!("Failed to send audio data: {}", e); + } + }, err_fn, None, )?, @@ -152,60 +193,24 @@ pub fn record_and_transcribe( }; stream.play()?; - info!( - "Will write an audio file every {} seconds", - duration.as_secs() - ); + info!("Recording for {} seconds", duration.as_secs()); - let start_time = Instant::now(); - let chunk_duration = Duration::from_secs(5); // Adjust as needed - let mut next_chunk_time = start_time + chunk_duration; + thread::sleep(duration); - while start_time.elapsed() < duration { - let now = Instant::now(); + // Stop the stream and signal the recording to stop + stream.pause()?; + *is_running.lock().unwrap() = false; - if now >= next_chunk_time { - // Stop the stream temporarily - stream.pause()?; + // Wait for the FFmpeg thread to finish + ffmpeg_handle.join().expect("Failed to join FFmpeg thread"); - { - let mut writer_guard = writer.lock().unwrap(); - if let Some(writer) = writer_guard.as_mut() { - writer.flush()?; - - // Send the file path to the whisper channel - whisper_sender.send(AudioInput { - path: output_path.to_str().unwrap().to_string(), - device: device_spec.to_string(), - })?; - } - } - - // Resume the stream - stream.play()?; - next_chunk_time = now + chunk_duration; - } - - thread::sleep(Duration::from_millis(100)); - } - - // Final flush and transcription - { - let mut writer_guard = writer.lock().unwrap(); - if let Some(writer) = writer_guard.as_mut() { - writer.flush()?; - - // Send the file path to the whisper channel - whisper_sender.send(AudioInput { - path: output_path.to_str().unwrap().to_string(), - device: device_spec.to_string(), - })?; - } - } + whisper_sender.send(AudioInput { + path: output_path.to_str().unwrap().to_string(), + device: device_spec.to_string(), + })?; Ok(output_path) } - fn wav_spec_from_config(config: &cpal::SupportedStreamConfig) -> WavSpec { WavSpec { channels: config.channels() as _, diff --git a/screenpipe-audio/src/stt.rs b/screenpipe-audio/src/stt.rs index 49b9d8c9..2e9564e7 100644 --- a/screenpipe-audio/src/stt.rs +++ b/screenpipe-audio/src/stt.rs @@ -534,20 +534,4 @@ pub fn create_whisper_channel() -> Result<(Sender, ReceiverN6xo6LpU#+fhZSTF`|8(@_+mExJoOapiw97IQ|Jf}*@_(J3 z_M-z0Z28Yi|1Y*r`8xyX_5lEo)80b?02(d;0C@VWI6XaW$`VhZ>#G@P$efLv+5ck) zkccJ#2uL{K#5=l4*}K@uiEHM>g1EvbHO$DsN!UNZDVCqdB{>19K8BD5CsKbq*Fx|9 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b/screenpipe-audio/tests/core_tests.rs index fdf2fd73..f3c50a3d 100644 --- a/screenpipe-audio/tests/core_tests.rs +++ b/screenpipe-audio/tests/core_tests.rs @@ -1,8 +1,13 @@ #[cfg(test)] mod tests { - use screenpipe_audio::{list_audio_devices, parse_device_spec, stt, AudioInput, WhisperModel}; - - use super::*; + use chrono::Utc; + use crossbeam::channel; + use screenpipe_audio::record_and_transcribe; + use screenpipe_audio::{ + default_output_device, list_audio_devices, parse_device_spec, stt, WhisperModel, + }; + use std::path::PathBuf; + use std::time::{Duration, Instant}; // ! what happen in github action? #[test] @@ -18,7 +23,6 @@ mod tests { assert_eq!(spec.to_string(), "Test Device (input)"); } - // TODO move to tests folder #[test] #[ignore] fn test_speech_to_text() { @@ -28,14 +32,55 @@ mod tests { let start = std::time::Instant::now(); let whisper_model = WhisperModel::new().unwrap(); - let text = stt("./test_data/poetic_kapil_gupta.wav", &whisper_model).unwrap(); + let text = stt("./test_data/selah.mp3", &whisper_model).unwrap(); let duration = start.elapsed(); println!("Speech to text completed in {:?}", duration); println!("Transcribed text: {:?}", text); - assert!(text.contains("The fire")); + assert!(text.contains("love")); } - // Add more tests for other functions + #[test] + #[ignore] // Add this if you want to skip this test in regular test runs + fn test_record_and_transcribe() { + // Setup + let device_spec = default_output_device().unwrap(); + let duration = Duration::from_secs(30); // Record for 3 seconds + let time = Utc::now().timestamp_millis(); + let output_path = PathBuf::from(format!("test_output_{}.mp3", time)); + let (sender, receiver) = channel::unbounded(); + + // Act + let start_time = Instant::now(); + let result = record_and_transcribe(&device_spec, duration, output_path.clone(), sender); + let elapsed_time = start_time.elapsed(); + + // Assert + assert!(result.is_ok(), "record_and_transcribe should succeed"); + + // Check if the recording duration is close to the specified duration + assert!( + elapsed_time >= duration && elapsed_time < duration + Duration::from_secs(3), + "Recording duration should be close to the specified duration" + ); + + // Check if the file was created + assert!(output_path.exists(), "Output file should exist"); + + // Check if we received the correct AudioInput + let audio_input = receiver.recv_timeout(Duration::from_secs(1)).unwrap(); + assert_eq!(audio_input.path, output_path.to_str().unwrap()); + + // Verify file format (you might need to install the `infer` crate for this) + let kind = infer::get_from_path(&output_path).unwrap().unwrap(); + assert_eq!( + kind.mime_type(), + "audio/mpeg", + "File should be in mp3 format" + ); + + // Clean up + std::fs::remove_file(output_path).unwrap(); + } } diff --git a/screenpipe-server/src/core.rs b/screenpipe-server/src/core.rs index ec1cab07..52304255 100644 --- a/screenpipe-server/src/core.rs +++ b/screenpipe-server/src/core.rs @@ -157,7 +157,7 @@ async fn record_audio( move || { let new_file_name = Utc::now().format("%Y-%m-%d_%H-%M-%S").to_string(); let file_path = format!( - "{}/{}_{}.wav", + "{}/{}_{}.mp3", output_path_clone, device_spec_clone, new_file_name ); record_and_transcribe( diff --git a/screenpipe-server/src/db.rs b/screenpipe-server/src/db.rs index 46d04c19..5e4a797e 100644 --- a/screenpipe-server/src/db.rs +++ b/screenpipe-server/src/db.rs @@ -562,7 +562,7 @@ mod tests { #[tokio::test] async fn test_insert_and_search_audio() { let db = setup_test_db().await; - let audio_chunk_id = db.insert_audio_chunk("test_audio.wav").await.unwrap(); + let audio_chunk_id = db.insert_audio_chunk("test_audio.mp3").await.unwrap(); db.insert_audio_transcription(audio_chunk_id, "Hello from audio", 0) .await .unwrap(); @@ -574,7 +574,7 @@ mod tests { assert_eq!(results.len(), 1); if let SearchResult::Audio(audio_result) = &results[0] { assert_eq!(audio_result.transcription, "Hello from audio"); - assert_eq!(audio_result.file_path, "test_audio.wav"); + assert_eq!(audio_result.file_path, "test_audio.mp3"); } else { panic!("Expected Audio result"); } @@ -592,7 +592,7 @@ mod tests { .unwrap(); // Insert Audio data - let audio_chunk_id = db.insert_audio_chunk("test_audio.wav").await.unwrap(); + let audio_chunk_id = db.insert_audio_chunk("test_audio.mp3").await.unwrap(); db.insert_audio_transcription(audio_chunk_id, "Hello from audio", 0) .await .unwrap();