Kaldi

https://kaldi-asr.org/doc
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Kaldi is an open-source toolkit for speech recognition research and development, offering tools for...
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### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/rescale-nnet_8h

Implements example usage of NNet functionalities in Kaldi. This file serves as a demonstration of how to use the NNet components.

```cpp
#include "nnet2/nnet-example.h"
// ... implementation details ...
```

--------------------------------

### Kaldi Tutorial: Getting Started

Source: https://kaldi-asr.org/doc/tutorial_git

A quick start guide for new users of Kaldi, covering the initial setup and running of basic examples to get familiar with the toolkit's workflow.

```bash
# Download and extract Kaldi
# wget <kaldi_tarball>
# tar -xzf kaldi.tar.gz

# Navigate to the tutorial directory
cd kaldi/egs/wsj/s5

# Run the example script
./run.sh
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/nnet-precondition_8h

Implements example usage of NNet functionalities in Kaldi. This file serves as a demonstration of how to use the NNet components.

```cpp
#include "nnet2/nnet-example.h"
// ... implementation details ...
```

--------------------------------

### Kaldi Tutorial: Getting Started

Source: https://kaldi-asr.org/doc/tutorial_looking

A quick start guide for new users of Kaldi, covering the initial setup and running of basic examples to get familiar with the toolkit's workflow.

```bash
# Download and extract Kaldi
# wget <kaldi_tarball>
# tar -xzf kaldi.tar.gz

# Navigate to the tutorial directory
cd kaldi/egs/wsj/s5

# Run the example script
./run.sh
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/nnet-precondition-online-test_8cc

Implements example usage of NNet functionalities in Kaldi. This file serves as a demonstration of how to use the NNet components.

```cpp
#include "nnet2/nnet-example.h"
// ... implementation details ...
```

--------------------------------

### Kaldi Tutorial: Getting Started

Source: https://kaldi-asr.org/doc/tutorial_running

A quick-start guide for new users to get Kaldi up and running, often referred to as the '15 minutes' tutorial.

```APIDOC
Kaldi tutorial: Getting started (15 minutes) is available at `tutorial_setup.html`.
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/nnet-update-parallel_8h

Implements example usage of NNet functionalities in Kaldi. This file serves as a demonstration of how to use the NNet components.

```cpp
#include "nnet2/nnet-example.h"
// ... implementation details ...
```

--------------------------------

### Kaldi Tutorial: Getting Started

Source: https://kaldi-asr.org/doc/tutorial_setup

A quick-start guide for new users to get Kaldi up and running, often referred to as the '15 minutes' tutorial.

```APIDOC
Kaldi tutorial: Getting started (15 minutes) is available at `tutorial_setup.html`.
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/nnet-compute-online_8h_source

Source file for a Kaldi NNet example program. This likely demonstrates how to use the NNet components for a specific task.

```cpp
#include "nnet2/nnet-example.h"
// ... main function and example logic ...
```

--------------------------------

### Kaldi Tutorial: Getting Started

Source: https://kaldi-asr.org/doc/tutorial_prereqs

A quick-start guide for new users to get Kaldi up and running, often referred to as the '15 minutes' tutorial.

```APIDOC
Kaldi tutorial: Getting started (15 minutes) is available at `tutorial_setup.html`.
```

--------------------------------

### Kaldi Tutorial: Getting Started

Source: https://kaldi-asr.org/doc/tutorial_code

A quick-start guide for new users to get Kaldi up and running, often referred to as the '15 minutes' tutorial.

```APIDOC
Kaldi tutorial: Getting started (15 minutes) is available at `tutorial_setup.html`.
```

--------------------------------

### Kaldi NNet Chain Example Components

Source: https://kaldi-asr.org/doc/nnet-chain-training_8cc_source

Includes C++ source files demonstrating examples of chain models in Kaldi's NNet framework. These examples serve as a starting point for users working with chain models.

```c++
#include "nnet-chain-example.cc"
#include "nnet-chain-example.h"
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/nnet2_2nnet-compute-test_8cc

Implements example usage of NNet functionalities in Kaldi. This file serves as a demonstration of how to use the NNet components.

```cpp
#include "nnet2/nnet-example.h"
// ... implementation details ...
```

--------------------------------

### Kaldi Tutorial Links

Source: https://kaldi-asr.org/doc/tutorial

Provides links to various tutorials for getting started with Kaldi, covering prerequisites, setup, version control, distribution overview, running scripts, and code modification.

```APIDOC
Kaldi tutorial:
  Prerequisites: https://kaldi-asr.org/doc/tutorial_prereqs.html
  Getting started: https://kaldi-asr.org/doc/tutorial_setup.html (15 minutes)
  Version control with Git: https://kaldi-asr.org/doc/tutorial_git.html (5 minutes)
  Overview of the distribution: https://kaldi-asr.org/doc/tutorial_looking.html (20 minutes)
  Running the example scripts: https://kaldi-asr.org/doc/tutorial_running.html (40 minutes)
  Reading and modifying the code: https://kaldi-asr.org/doc/tutorial_code.html (30 minutes)
```

--------------------------------

### RNNLM Setup Enhancements

Source: https://kaldi-asr.org/doc/versions

Sources cmd.sh in RNNLM setups, renames some RNNLM setups, and includes a script fix. These changes are in the examples and scripts.

```bash
5.3.65 [e7ddb06b2](https://github.com/kaldi-asr/kaldi/commit/e7ddb06b285e991a013a9244e2b966a2761bab66) 2018-01-07 [egs,scripts] source cmd.sh in RNNLM setups; rename some RNNLM setups; script fix [(#2132)](https://github.com/kaldi-asr/kaldi/pull/2132)
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/rescale-nnet_8h_source

Source file for a Kaldi NNet example program. This likely demonstrates how to use the NNet components for a specific task.

```cpp
#include "nnet2/nnet-example.h"
// ... main function and example logic ...
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/shrink-nnet_8h

Implements example usage of NNet functionalities in Kaldi. This file serves as a demonstration of how to use the NNet components.

```cpp
#include "nnet2/nnet-example.h"
// ... implementation details ...
```

--------------------------------

### Kaldi nnet3 Get Examples Simple

Source: https://kaldi-asr.org/doc/globals_m

Retrieves simple training examples (egs) for nnet3 models. This is a streamlined version for basic example access.

```bash
nnet3-get-egs-simple --help

```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/rescale-nnet_8cc

Source file for a Kaldi NNet example program. This likely demonstrates how to use the NNet components for a specific task.

```cpp
#include "nnet2/nnet-example.h"
// ... main function and example logic ...
```

--------------------------------

### Kaldi nnet3 Utility Functions

Source: https://kaldi-asr.org/doc/classkaldi_1_1nnet3_1_1DiscriminativeExampleMerger

Utility functions for managing and merging discriminative examples within the nnet3 framework. Includes functions for writing examples, merging lists of examples, and getting example sizes.

```cpp
void kaldi::nnet3::ExampleMergingStats::WroteExample(int32 example_size, size_t structure_hash, int32 minibatch_size)
  // Description: Informs the class that one minibatch has been written, aggregating statistics.
  // Definition: nnet-example-utils.cc:1051

void kaldi::nnet3::MergeDiscriminativeExamples(bool compress, std::vector< NnetDiscriminativeExample > *input, NnetDiscriminativeExample *output)
  // Description: Merges a vector of discriminative examples into a single output example.
  // Parameters:
  //   compress: Boolean indicating if the output should be compressed.
  //   input: Pointer to a vector of NnetDiscriminativeExample to merge.
  //   output: Pointer to the NnetDiscriminativeExample where results are stored.
  // Definition: nnet-discriminative-example.cc:247

int32 kaldi::nnet3::GetNnetDiscriminativeExampleSize(const NnetDiscriminativeExample &a)
  // Description: Returns the size of a given discriminative example.
  // Parameters:
  //   a: The NnetDiscriminativeExample to get the size of.
  // Definition: nnet-discriminative-example.cc:430
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/rescale-nnet_8cc_source

Source file for a Kaldi NNet example program. This likely demonstrates how to use the NNet components for a specific task.

```cpp
#include "nnet2/nnet-example.h"
// ... main function and example logic ...
```

--------------------------------

### Kaldi Installation Guide

Source: https://kaldi-asr.org/doc/dnn3_code_optimization

Instructions and guidance for downloading and installing the Kaldi speech recognition toolkit.

```APIDOC
install.html
  Downloading and installing Kaldi.
```

--------------------------------

### Example Script Locations

Source: https://kaldi-asr.org/doc/dnn

Specifies the locations of example scripts for training DNNs using the different Kaldi setups within the Kaldi project's example directories.

```text
Example DNN scripts can be found in:
- egs/wsj/s5/
- egs/rm/s5
- egs/swbd/s5
- egs/hkust/s5b

Karel's setup scripts: local/nnet/run_dnn.sh
Dan's setup scripts: local/run_nnet2.sh

Ensure the initial stages of 'run.sh' are completed to build alignment systems before executing these scripts.
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/nnet-update_8h_source

Implements example usage of NNet functionalities in Kaldi. This file serves as a demonstration of how to use the NNet components.

```cpp
#include "nnet2/nnet-example.h"
// ... implementation details ...
```

--------------------------------

### Kaldi NNet Chain Example Components

Source: https://kaldi-asr.org/doc/nnet-general-component_8h_source

Includes C++ source files demonstrating examples of chain models in Kaldi's NNet framework. These examples serve as a starting point for users working with chain models.

```c++
#include "nnet-chain-example.cc"
#include "nnet-chain-example.h"
```

--------------------------------

### Get Matrix Stride

Source: https://kaldi-asr.org/doc/matrix-lib-test_8cc_source

Retrieves the stride of a MatrixBase, which is the number of elements between the start of one row and the start of the next.

```cpp
MatrixIndexT Stride() const
```

--------------------------------

### NNet Get EGS

Source: https://kaldi-asr.org/doc/nnet-train-transitions_8cc

Retrieves neural network examples (egs). This utility allows for the selection and extraction of training examples.

```c++
#include "nnet-get-egs.cc"
// Usage example would go here if available
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/nnet-compute-online_8cc_source

Source file for a Kaldi NNet example program. This likely demonstrates how to use the NNet components for a specific task.

```cpp
#include "nnet2/nnet-example.h"
// ... main function and example logic ...
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/widen-nnet_8cc_source

Implements example usage of NNet functionalities in Kaldi. This file serves as a demonstration of how to use the NNet components.

```cpp
#include "nnet2/nnet-example.h"
// ... implementation details ...
```

--------------------------------

### NNet Get EGS

Source: https://kaldi-asr.org/doc/nnet-train-ensemble_8cc

Retrieves neural network examples (egs). This utility allows for the selection and extraction of training examples.

```c++
#include "nnet-get-egs.cc"
// Usage example would go here if available
```

--------------------------------

### NNet Get EGS

Source: https://kaldi-asr.org/doc/nnet-to-raw-nnet_8cc

Retrieves neural network examples (egs). This utility allows for the selection and extraction of training examples.

```c++
#include "nnet-get-egs.cc"
// Usage example would go here if available
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/nnet-compute-online_8cc

Source file for a Kaldi NNet example program. This likely demonstrates how to use the NNet components for a specific task.

```cpp
#include "nnet2/nnet-example.h"
// ... main function and example logic ...
```

--------------------------------

### Kaldi NNet Chain Example Components

Source: https://kaldi-asr.org/doc/nnet-example-utils_8cc_source

Includes C++ source files demonstrating examples of chain models in Kaldi's NNet framework. These examples serve as a starting point for users working with chain models.

```c++
#include "nnet-chain-example.cc"
#include "nnet-chain-example.h"
```

--------------------------------

### NNet Get EGS

Source: https://kaldi-asr.org/doc/nnet-subset-egs_8cc_source

Retrieves neural network examples (egs). This utility allows for the selection and extraction of training examples.

```c++
#include "nnet-get-egs.cc"
// Usage example would go here if available
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/nnet-compute-online_8h

Source file for a Kaldi NNet example program. This likely demonstrates how to use the NNet components for a specific task.

```cpp
#include "nnet2/nnet-example.h"
// ... main function and example logic ...
```

--------------------------------

### NNet Get EGS

Source: https://kaldi-asr.org/doc/nnet-get-feature-transform-multi_8cc

Retrieves neural network examples (egs). This utility allows for the selection and extraction of training examples.

```c++
#include "nnet-get-egs.cc"
// Usage example would go here if available
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/online-nnet2-decodable-test_8cc_source

Implements example usage of NNet functionalities in Kaldi. This file serves as a demonstration of how to use the NNet components.

```cpp
#include "nnet2/nnet-example.h"
// ... implementation details ...
```

--------------------------------

### NNet Get EGS

Source: https://kaldi-asr.org/doc/nnet-copy-egs-discriminative_8cc

Retrieves neural network examples (egs). This utility allows for the selection and extraction of training examples.

```c++
#include "nnet-get-egs.cc"
// Usage example would go here if available
```

--------------------------------

### Kaldi NNet Chain Example Components

Source: https://kaldi-asr.org/doc/nnet-chain-example_8h_source

Includes C++ source files demonstrating examples of chain models in Kaldi's NNet framework. These examples serve as a starting point for users working with chain models.

```c++
#include "nnet-chain-example.cc"
#include "nnet-chain-example.h"
```

--------------------------------

### NNet Get EGS

Source: https://kaldi-asr.org/doc/nnet-combine_8cc

Retrieves neural network examples (egs). This utility allows for the selection and extraction of training examples.

```c++
#include "nnet-get-egs.cc"
// Usage example would go here if available
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/nnet-precondition-online_8cc

Source file for a Kaldi NNet example program. This likely demonstrates how to use the NNet components for a specific task.

```cpp
#include "nnet2/nnet-example.h"
// ... main function and example logic ...
```

--------------------------------

### NNet Get EGS

Source: https://kaldi-asr.org/doc/nnet-combine-egs-discriminative_8cc_source

Retrieves neural network examples (egs). This utility allows for the selection and extraction of training examples.

```c++
#include "nnet-get-egs.cc"
// Usage example would go here if available
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/_2nnet-component_8h_source

Implements example usage of NNet functionalities in Kaldi. This file serves as a demonstration of how to use the NNet components.

```cpp
#include "nnet2/nnet-example.h"
// ... implementation details ...
```

--------------------------------

### NNet Get EGS

Source: https://kaldi-asr.org/doc/nnet-am-fix_8cc

Retrieves neural network examples (egs). This utility allows for the selection and extraction of training examples.

```c++
#include "nnet-get-egs.cc"
// Usage example would go here if available
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/combine-nnet-fast_8h

Source file for a Kaldi NNet example program. This likely demonstrates how to use the NNet components for a specific task.

```cpp
#include "nnet2/nnet-example.h"
// ... main function and example logic ...
```

--------------------------------

### nnet3-get-egs: Get nnet3 examples

Source: https://kaldi-asr.org/doc/nnet3-xvector-compute-batched_8cc_source

General tool for retrieving nnet3 example data. This is a fundamental utility for preparing training data.

```c++
#include "nnet3/nnet3-get-egs.h"
// ... implementation details ...
```

--------------------------------

### nnet3-get-egs: Get nnet3 examples

Source: https://kaldi-asr.org/doc/nnet3-xvector-get-egs_8cc_source

General tool for retrieving nnet3 example data. This is a fundamental utility for preparing training data.

```c++
#include "nnet3/nnet3-get-egs.h"
// ... implementation details ...
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/am-nnet_8h_source

Implements example usage of NNet functionalities in Kaldi. This file serves as a demonstration of how to use the NNet components.

```cpp
#include "nnet2/nnet-example.h"
// ... implementation details ...
```

--------------------------------

### nnet3-get-egs: Get nnet3 examples

Source: https://kaldi-asr.org/doc/nnet3-xvector-compute-batched_8cc

General tool for retrieving nnet3 example data. This is a fundamental utility for preparing training data.

```c++
#include "nnet3/nnet3-get-egs.h"
// ... implementation details ...
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/mixup-nnet_8h_source

Implements example usage of NNet functionalities in Kaldi. This file serves as a demonstration of how to use the NNet components.

```cpp
#include "nnet2/nnet-example.h"
// ... implementation details ...
```

--------------------------------

### nnet3-get-egs: Get nnet3 examples

Source: https://kaldi-asr.org/doc/nnet3-subset-egs_8cc_source

General tool for retrieving nnet3 example data. This is a fundamental utility for preparing training data.

```c++
#include "nnet3/nnet3-get-egs.h"
// ... implementation details ...
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/nnet-compute-discriminative-parallel_8cc_source

Implements example usage of NNet functionalities in Kaldi. This file serves as a demonstration of how to use the NNet components.

```cpp
#include "nnet2/nnet-example.h"
// ... implementation details ...
```

--------------------------------

### nnet3-get-egs: Get nnet3 examples

Source: https://kaldi-asr.org/doc/nnet3-show-progress_8cc

General tool for retrieving nnet3 example data. This is a fundamental utility for preparing training data.

```c++
#include "nnet3/nnet3-get-egs.h"
// ... implementation details ...
```

--------------------------------

### nnet-example C++ Header

Source: https://kaldi-asr.org/doc/nnet-compute-online_8cc_source

Header file for a Kaldi NNet example program.

```cpp
#ifndef KALDI_NNET2_NNET_EXAMPLE_H
#define KALDI_NNET2_NNET_EXAMPLE_H

// Declarations for the NNet example program

#endif // KALDI_NNET2_NNET_EXAMPLE_H
```

--------------------------------

### nnet3-get-egs: Get nnet3 examples

Source: https://kaldi-asr.org/doc/nnet3-show-progress_8cc_source

General tool for retrieving nnet3 example data. This is a fundamental utility for preparing training data.

```c++
#include "nnet3/nnet3-get-egs.h"
// ... implementation details ...
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/combine-nnet-a_8h_source

Source file for a Kaldi NNet example program. This likely demonstrates how to use the NNet components for a specific task.

```cpp
#include "nnet2/nnet-example.h"
// ... main function and example logic ...
```

--------------------------------

### nnet3-get-egs: Get nnet3 examples

Source: https://kaldi-asr.org/doc/nnet3-subset-egs_8cc

General tool for retrieving nnet3 example data. This is a fundamental utility for preparing training data.

```c++
#include "nnet3/nnet3-get-egs.h"
// ... implementation details ...
```

--------------------------------

### nnet-example C++ Header

Source: https://kaldi-asr.org/doc/nnet-compute-online_8h

Header file for a Kaldi NNet example program.

```cpp
#ifndef KALDI_NNET2_NNET_EXAMPLE_H
#define KALDI_NNET2_NNET_EXAMPLE_H

// Declarations for the NNet example program

#endif // KALDI_NNET2_NNET_EXAMPLE_H
```

--------------------------------

### nnet3-get-egs: Get nnet3 examples

Source: https://kaldi-asr.org/doc/nnet3-merge-egs_8cc_source

General tool for retrieving nnet3 example data. This is a fundamental utility for preparing training data.

```c++
#include "nnet3/nnet3-get-egs.h"
// ... implementation details ...
```

--------------------------------

### nnet-example-functions C++ Source

Source: https://kaldi-asr.org/doc/nnet-compute-online_8cc_source

Source file containing utility functions for NNet examples in Kaldi. This might include helper functions for data loading, model manipulation, etc.

```cpp
#include "nnet-example-functions.h"
// ... implementation details ...
```

--------------------------------

### nnet3-get-egs: Get nnet3 examples

Source: https://kaldi-asr.org/doc/nnet3-merge-egs_8cc

General tool for retrieving nnet3 example data. This is a fundamental utility for preparing training data.

```c++
#include "nnet3/nnet3-get-egs.h"
// ... implementation details ...
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/combine-nnet-fast_8cc

Source file for a Kaldi NNet example program. This likely demonstrates how to use the NNet components for a specific task.

```cpp
#include "nnet2/nnet-example.h"
// ... main function and example logic ...
```

--------------------------------

### nnet-example C++ Header

Source: https://kaldi-asr.org/doc/nnet-compute-online_8h_source

Header file for a Kaldi NNet example program.

```cpp
#ifndef KALDI_NNET2_NNET_EXAMPLE_H
#define KALDI_NNET2_NNET_EXAMPLE_H

// Declarations for the NNet example program

#endif // KALDI_NNET2_NNET_EXAMPLE_H
```

--------------------------------

### nnet3-get-egs: Get nnet3 examples

Source: https://kaldi-asr.org/doc/nnet3-latgen-faster-batch_8cc

General tool for retrieving nnet3 example data. This is a fundamental utility for preparing training data.

```c++
#include "nnet3/nnet3-get-egs.h"
// ... implementation details ...
```

--------------------------------

### nnet-example-functions C++ Source

Source: https://kaldi-asr.org/doc/nnet-compute-online_8h_source

Source file containing utility functions for NNet examples in Kaldi. This might include helper functions for data loading, model manipulation, etc.

```cpp
#include "nnet-example-functions.h"
// ... implementation details ...
```

--------------------------------

### nnet3-get-egs: Get nnet3 examples

Source: https://kaldi-asr.org/doc/nnet3-init_8cc

General tool for retrieving nnet3 example data. This is a fundamental utility for preparing training data.

```c++
#include "nnet3/nnet3-get-egs.h"
// ... implementation details ...
```

--------------------------------

### nnet3-get-egs: Get nnet3 examples

Source: https://kaldi-asr.org/doc/nnet3-discriminative-get-egs_8cc_source

General tool for retrieving nnet3 example data. This is a fundamental utility for preparing training data.

```c++
#include "nnet3/nnet3-get-egs.h"
// ... implementation details ...
```

--------------------------------

### nnet-example C++ Source

Source: https://kaldi-asr.org/doc/_2nnet-component_8h

Implements example usage of NNet functionalities in Kaldi. This file serves as a demonstration of how to use the NNet components.

```cpp
#include "nnet2/nnet-example.h"
// ... implementation details ...
```

--------------------------------

### Kaldi NNet Chain Example Components

Source: https://kaldi-asr.org/doc/nnet3_2nnet-compute_8cc_source

Includes C++ source files demonstrating examples of chain models in Kaldi's NNet framework. These examples serve as a starting point for users working with chain models.

```c++
#include "nnet-chain-example.cc"
#include "nnet-chain-example.h"
```

--------------------------------

### nnet3-get-egs: Get nnet3 examples

Source: https://kaldi-asr.org/doc/nnet3-discriminative-train_8cc_source

General tool for retrieving nnet3 example data. This is a fundamental utility for preparing training data.

```c++
#include "nnet3/nnet3-get-egs.h"
// ... implementation details ...
```

--------------------------------

### nnet3-get-egs: Get nnet3 examples

Source: https://kaldi-asr.org/doc/nnet3-egs-augment-image_8cc

General tool for retrieving nnet3 example data. This is a fundamental utility for preparing training data.

```c++
#include "nnet3/nnet3-get-egs.h"
// ... implementation details ...
```
Tokens:
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