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synced 2024-11-25 04:51:26 +00:00
audiornnoise: Attach audio level meta to output buffers
This is useful downstream for processing of audio voice payloads, for instance feeding a speech recognition library such as Whisper. Part-of: <https://gitlab.freedesktop.org/gstreamer/gst-plugins-rs/-/merge_requests/1231>
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commit
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2 changed files with 36 additions and 12 deletions
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@ -9,9 +9,9 @@ edition = "2021"
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rust-version = "1.70"
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[dependencies]
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gst = { package = "gstreamer", git = "https://gitlab.freedesktop.org/gstreamer/gstreamer-rs", features = ["v1_16"] }
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gst-base = { package = "gstreamer-base", git = "https://gitlab.freedesktop.org/gstreamer/gstreamer-rs", features = ["v1_16"] }
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gst-audio = { package = "gstreamer-audio", git = "https://gitlab.freedesktop.org/gstreamer/gstreamer-rs", features = ["v1_16"] }
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gst = { package = "gstreamer", git = "https://gitlab.freedesktop.org/gstreamer/gstreamer-rs", features = ["v1_20"] }
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gst-base = { package = "gstreamer-base", git = "https://gitlab.freedesktop.org/gstreamer/gstreamer-rs", features = ["v1_20"] }
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gst-audio = { package = "gstreamer-audio", git = "https://gitlab.freedesktop.org/gstreamer/gstreamer-rs", features = ["v1_20"] }
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anyhow = "1"
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byte-slice-cast = "1.0"
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num-traits = "0.2"
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@ -129,10 +129,13 @@ impl AudioRNNoise {
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buffer.set_duration(duration);
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buffer.set_pts(pts);
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let mut out_map = buffer.map_writable().map_err(|_| gst::FlowError::Error)?;
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let out_data = out_map.as_mut_slice_of::<f32>().unwrap();
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let (level, has_voice) = {
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let mut out_map = buffer.map_writable().map_err(|_| gst::FlowError::Error)?;
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let out_data = out_map.as_mut_slice_of::<f32>().unwrap();
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self.process(state, &settings, in_data, out_data)
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};
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self.process(state, &settings, in_data, out_data);
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gst_audio::AudioLevelMeta::add(buffer, level, has_voice);
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}
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self.obj().src_pad().push(buffer)
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@ -160,10 +163,13 @@ impl AudioRNNoise {
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buffer.set_duration(duration);
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buffer.set_pts(pts);
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let mut out_map = buffer.map_writable().map_err(|_| gst::FlowError::Error)?;
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let out_data = out_map.as_mut_slice_of::<f32>().unwrap();
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let (level, has_voice) = {
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let mut out_map = buffer.map_writable().map_err(|_| gst::FlowError::Error)?;
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let out_data = out_map.as_mut_slice_of::<f32>().unwrap();
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self.process(state, &settings, in_data, out_data)
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};
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self.process(state, &settings, in_data, out_data);
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gst_audio::AudioLevelMeta::add(buffer, level, has_voice);
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}
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Ok(GenerateOutputSuccess::Buffer(buffer))
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@ -175,9 +181,10 @@ impl AudioRNNoise {
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settings: &Settings,
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input_plane: &[f32],
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output_plane: &mut [f32],
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) {
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) -> (u8, bool) {
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let channels = state.in_info.channels() as usize;
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let size = FRAME_SIZE * channels;
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let mut has_voice = false;
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for (out_frame, in_frame) in output_plane.chunks_mut(size).zip(input_plane.chunks(size)) {
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for (index, item) in in_frame.iter().enumerate() {
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@ -207,11 +214,15 @@ impl AudioRNNoise {
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);
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}
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gst::debug!(CAT, imp: self, "Voice activity: {}", vad);
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gst::trace!(CAT, imp: self, "Voice activity: {}", vad);
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if vad < settings.vad_threshold {
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out_frame.fill(0.0);
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} else {
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// Upon voice activity nnoiseless never really reports a 1.0
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// VAD, so we use a hardcoded value close to 1.0 here.
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if vad >= 0.98 {
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has_voice = true;
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}
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for (index, item) in out_frame.iter_mut().enumerate() {
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let channel_index = index % channels;
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let channel_denoiser = &state.denoisers[channel_index];
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@ -220,6 +231,19 @@ impl AudioRNNoise {
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}
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}
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}
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let rms = output_plane.iter().copied().map(|x| x * x).sum::<f32>();
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let level = (20.0 * f32::log10(rms + f32::EPSILON)) as u8;
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gst::trace!(
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CAT,
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imp: self,
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"rms: {}, level: {}, has_voice : {} ", rms,
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level,
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has_voice
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);
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(level, has_voice)
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}
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}
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