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Voice Activity Detection based on Deep Learning & TensorFlow

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Bumps [numpy](https://github.com/numpy/numpy) from 1.18.5 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Bumps [tensorflow-gpu](https://github.com/tensorflow/tensorflow) from 1.15.4 to 2.7.2. Release notes Sourced from tensorflow-gpu's releases. TensorFlow 2.7.2 Release 2.7.2 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...

dependencies

Could I know how to produce the label for own datasets?

Hi, you wrote: "I automatically annotated the test-clean set of the dataset with a pretrained VAD model", my question is - what pretrained-model did you use to get the labels...

Hello! I've found a performance issue in input_pipeline.py: `dataset.batch(batch_size)`[(line 70)](https://github.com/filippogiruzzi/voice_activity_detection/blob/c537836ae83ddf87abd5c894314afccb906f65ef/vad/training/input_pipeline.py#L70) should be called before `dataset.map(parse_func, num_parallel_calls=8)`[(line 69)](https://github.com/filippogiruzzi/voice_activity_detection/blob/c537836ae83ddf87abd5c894314afccb906f65ef/vad/training/input_pipeline.py#L69), which could make your program more efficient. Here is [the tensorflow document](https://tensorflow.google.cn/guide/data_performance?hl=zh_cn#vectorized_mapping) to...

hello, every one. can i use this model to detect voice in audio with music and noice?

I was trying to run the train.py using the label provided in the repo, but seems could not read in the features, logs are like: 021-04-06 15:14:51.759823: W tensorflow/core/framework/op_kernel.cc:1651] OP_REQUIRES...

I have been trying to train the model with a new dataset that contains .WAV but it requires me to use the model that was used for .FLAC. Thus, I...

I'm sincerely looking for some experience. Thank you!

Bumps [tensorflow-gpu](https://github.com/tensorflow/tensorflow) from 1.15.4 to 2.12.0. Release notes Sourced from tensorflow-gpu's releases. TensorFlow 2.12.0 Release 2.12.0 TensorFlow Breaking Changes Build, Compilation and Packaging Removed redundant packages tensorflow-gpu and tf-nightly-gpu. These...

dependencies