{"repo":"pytorch/audio","free":true,"listed":false,"github":"https://github.com/pytorch/audio","clone":"git clone https://github.com/pytorch/audio.git","description":"Data manipulation and transformation for audio signal processing, powered by PyTorch","language":"Python","stars":2925,"topics":["audio","python","io","speech","machine-learning","pytorch","audio-processing"],"license":"BSD-2-Clause","category":"machine-learning","readme_excerpt":"torchaudio: an audio library for PyTorch ======================================== [!IMPORTANT] TorchAudio 2.11 works with torch 2.11 and with every future torch release (2.12, 2.13, etc.). It is the latest release, and it is the only one you need: there is nothing to upgrade in TorchAudio when you upgrade torch , and installing TorchAudio does not pin torch to a specific version. [!NOTE] We have transitioned TorchAudio into a maintenance phase. This migration process removed some user-facing features. These features were deprecated from TorchAudio 2.8 and removed in 2.9. Our main goals were to reduce redundancies with the rest of the PyTorch ecosystem, make it easier to maintain, and create a version of TorchAudio that is more tightly scoped to its strengths: processing audio data for ML. Please see our community message for more details. The aim of torchaudio is to apply PyTorch to the audio domain. By supporting PyTorch, torchaudio follows the same philosophy of providing strong GPU acceleration, having a focus on trainable features through the autograd system, and having consistent style (tensor names and dimension names). Therefore, it is primarily a machine learning library and not a general signal processing library. The benefits of PyTorch can be seen in torchaudio through having all the computations be through PyTorch operations which makes it easy to use and feel like a natural extension. - Dataloaders for common audio datasets - Audio and speech processing functions","default_branch":null,"files":null,"tree":[],"storefront":"/r/pytorch","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/pytorch/audio/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}