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ReadMe v4

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Nathan Lee
2024-11-22 06:48:27 +00:00
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examples/cpp_libtorch/README.md
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@@ -4,12 +4,12 @@ This is the source code for Silero-VAD V5 in C++, utilizing LibTorch. The primar
Additionally, batch and CUDA inference options are available if you want to explore further. Note that when using batch inference, the speech probabilities may slightly differ from the standard version, likely due to differences in caching. Unlike individual input processing, batch inference may not use the cache from previous chunks. Despite this, batch inference offers significantly faster processing. For optimal performance, consider adjusting the threshold when using batch inference. Additionally, batch and CUDA inference options are available if you want to explore further. Note that when using batch inference, the speech probabilities may slightly differ from the standard version, likely due to differences in caching. Unlike individual input processing, batch inference may not use the cache from previous chunks. Despite this, batch inference offers significantly faster processing. For optimal performance, consider adjusting the threshold when using batch inference.
##Requirements ## Requirements
- GCC 11.4.0 (GCC >= 5.1) - GCC 11.4.0 (GCC >= 5.1)
- LibTorch 1.13.0 (other versions are also acceptable) - LibTorch 1.13.0 (other versions are also acceptable)
##Download LibTorch ## Download LibTorch
```bash ```bash
-CPU Version -CPU Version
@@ -21,7 +21,7 @@ wget https://download.pytorch.org/libtorch/cu116/libtorch-shared-with-deps-1.13.
unzip libtorch-shared-with-deps-1.13.0+cu116.zip unzip libtorch-shared-with-deps-1.13.0+cu116.zip
``` ```
##Compilation ## Compilation
```bash ```bash
-CPU Version -CPU Version
@@ -32,11 +32,11 @@ g++ main.cc silero_torch.cc -I ./libtorch/include/ -I ./libtorch/include/torch/c
``` ```
##Optional Compilation Flags ## Optional Compilation Flags
-DUSE_BATCH: Enable batch inference -DUSE_BATCH: Enable batch inference
-DUSE_GPU: Use GPU for inference -DUSE_GPU: Use GPU for inference
##Run the Program ## Run the Program
To run the program, use the following command: To run the program, use the following command:
`./silero aepyx.wav 16000 0.5` `./silero aepyx.wav 16000 0.5`