mirror of
https://github.com/snakers4/silero-vad.git
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Update ort dependency to 2.0.0-rc.10
Update the ort dependency from 2.0.0-rc.2 to 2.0.0-rc.10 and adapt the code to work with the new API. This includes: - Updating ndarray to 0.16 to match ort's requirements - Using Session and Value from their new module locations - Adapting to the new Value::from_array() and try_extract_tensor() APIs - Converting SessionInputs from Value references Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
Daniel Müller
599
examples/rust-example/Cargo.lock
generated
599
examples/rust-example/Cargo.lock
generated
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[[package]]
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||||
"bitflags 1.3.2",
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[[package]]
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||||
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[[package]]
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checksum = "9985fd1504e250c615ca5f281c3f7a6da76213ebd5ccc9561496568a2752afb6"
|
||||
checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469"
|
||||
|
||||
[[package]]
|
||||
name = "windows_i686_gnu"
|
||||
version = "0.52.5"
|
||||
version = "0.52.6"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "88ba073cf16d5372720ec942a8ccbf61626074c6d4dd2e745299726ce8b89670"
|
||||
checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b"
|
||||
|
||||
[[package]]
|
||||
name = "windows_i686_gnullvm"
|
||||
version = "0.52.5"
|
||||
version = "0.52.6"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "87f4261229030a858f36b459e748ae97545d6f1ec60e5e0d6a3d32e0dc232ee9"
|
||||
checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66"
|
||||
|
||||
[[package]]
|
||||
name = "windows_i686_msvc"
|
||||
version = "0.52.5"
|
||||
version = "0.52.6"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "db3c2bf3d13d5b658be73463284eaf12830ac9a26a90c717b7f771dfe97487bf"
|
||||
checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66"
|
||||
|
||||
[[package]]
|
||||
name = "windows_x86_64_gnu"
|
||||
version = "0.52.5"
|
||||
version = "0.52.6"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "4e4246f76bdeff09eb48875a0fd3e2af6aada79d409d33011886d3e1581517d9"
|
||||
checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78"
|
||||
|
||||
[[package]]
|
||||
name = "windows_x86_64_gnullvm"
|
||||
version = "0.52.5"
|
||||
version = "0.52.6"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "852298e482cd67c356ddd9570386e2862b5673c85bd5f88df9ab6802b334c596"
|
||||
checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d"
|
||||
|
||||
[[package]]
|
||||
name = "windows_x86_64_msvc"
|
||||
version = "0.52.5"
|
||||
version = "0.52.6"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "bec47e5bfd1bff0eeaf6d8b485cc1074891a197ab4225d504cb7a1ab88b02bf0"
|
||||
checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
|
||||
|
||||
[[package]]
|
||||
name = "xattr"
|
||||
|
||||
@@ -4,6 +4,6 @@ version = "0.1.0"
|
||||
edition = "2021"
|
||||
|
||||
[dependencies]
|
||||
ort = { version = "2.0.0-rc.2", features = ["ndarray"] }
|
||||
ndarray = "0.15"
|
||||
ort = { version = "=2.0.0-rc.10", features = ["ndarray"] }
|
||||
ndarray = "0.16"
|
||||
hound = "3"
|
||||
|
||||
@@ -1,10 +1,13 @@
|
||||
use crate::utils;
|
||||
use ndarray::{Array, Array1, Array2, ArrayBase, ArrayD, Dim, IxDynImpl, OwnedRepr};
|
||||
use ort::session::Session;
|
||||
use ort::value::Value;
|
||||
use std::mem::take;
|
||||
use std::path::Path;
|
||||
|
||||
#[derive(Debug)]
|
||||
pub struct Silero {
|
||||
session: ort::Session,
|
||||
session: Session,
|
||||
sample_rate: ArrayBase<OwnedRepr<i64>, Dim<[usize; 1]>>,
|
||||
state: ArrayBase<OwnedRepr<f32>, Dim<IxDynImpl>>,
|
||||
context: Array1<f32>,
|
||||
@@ -16,7 +19,7 @@ impl Silero {
|
||||
sample_rate: utils::SampleRate,
|
||||
model_path: impl AsRef<Path>,
|
||||
) -> Result<Self, ort::Error> {
|
||||
let session = ort::Session::builder()?.commit_from_file(model_path)?;
|
||||
let session = Session::builder()?.commit_from_file(model_path)?;
|
||||
let state = ArrayD::<f32>::zeros([2, 1, 128].as_slice());
|
||||
let sample_rate_val: i64 = sample_rate.into();
|
||||
let context_size = if sample_rate_val == 16000 { 64 } else { 32 };
|
||||
@@ -47,18 +50,23 @@ impl Silero {
|
||||
input_with_context.extend_from_slice(self.context.as_slice().unwrap());
|
||||
input_with_context.extend_from_slice(&data);
|
||||
|
||||
let frame = Array2::<f32>::from_shape_vec([1, input_with_context.len()], input_with_context).unwrap();
|
||||
let frame =
|
||||
Array2::<f32>::from_shape_vec([1, input_with_context.len()], input_with_context)
|
||||
.unwrap();
|
||||
|
||||
let inps = ort::inputs![
|
||||
frame,
|
||||
std::mem::take(&mut self.state),
|
||||
self.sample_rate.clone(),
|
||||
]?;
|
||||
let res = self
|
||||
.session
|
||||
.run(ort::SessionInputs::ValueSlice::<3>(&inps))?;
|
||||
let frame_value = Value::from_array(frame)?;
|
||||
let state_value = Value::from_array(take(&mut self.state))?;
|
||||
let sr_value = Value::from_array(self.sample_rate.clone())?;
|
||||
|
||||
self.state = res["stateN"].try_extract_tensor().unwrap().to_owned();
|
||||
let res = self.session.run([
|
||||
(&frame_value).into(),
|
||||
(&state_value).into(),
|
||||
(&sr_value).into(),
|
||||
])?;
|
||||
|
||||
let (shape, state_data) = res["stateN"].try_extract_tensor::<f32>()?;
|
||||
let shape_usize: Vec<usize> = shape.as_ref().iter().map(|&d| d as usize).collect();
|
||||
self.state = ArrayD::from_shape_vec(shape_usize.as_slice(), state_data.to_vec()).unwrap();
|
||||
|
||||
// Update context with last context_size samples from the input
|
||||
if data.len() >= self.context_size {
|
||||
@@ -66,7 +74,7 @@ impl Silero {
|
||||
}
|
||||
|
||||
let prob = *res["output"]
|
||||
.try_extract_raw_tensor::<f32>()
|
||||
.try_extract_tensor::<f32>()
|
||||
.unwrap()
|
||||
.1
|
||||
.first()
|
||||
|
||||
Reference in New Issue
Block a user