{"id":13715914,"url":"https://github.com/vincentherrmann/pytorch-wavenet","last_synced_at":"2025-05-07T05:32:01.515Z","repository":{"id":41579710,"uuid":"88792576","full_name":"vincentherrmann/pytorch-wavenet","owner":"vincentherrmann","description":"An implementation of WaveNet with fast generation","archived":false,"fork":false,"pushed_at":"2020-09-17T15:50:34.000Z","size":275540,"stargazers_count":975,"open_issues_count":31,"forks_count":228,"subscribers_count":30,"default_branch":"master","last_synced_at":"2024-11-14T04:34:33.127Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/vincentherrmann.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-04-19T21:29:22.000Z","updated_at":"2024-11-09T07:26:48.000Z","dependencies_parsed_at":"2022-09-16T14:43:32.132Z","dependency_job_id":null,"html_url":"https://github.com/vincentherrmann/pytorch-wavenet","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vincentherrmann%2Fpytorch-wavenet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vincentherrmann%2Fpytorch-wavenet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vincentherrmann%2Fpytorch-wavenet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vincentherrmann%2Fpytorch-wavenet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vincentherrmann","download_url":"https://codeload.github.com/vincentherrmann/pytorch-wavenet/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252823098,"owners_count":21809700,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-08-03T00:01:04.989Z","updated_at":"2025-05-07T05:31:56.498Z","avatar_url":"https://github.com/vincentherrmann.png","language":"Jupyter Notebook","funding_links":[],"categories":["Pytorch \u0026 related libraries｜Pytorch \u0026 相关库","Pytorch \u0026 related libraries","Jupyter Notebook","Table of Contents"],"sub_categories":["NLP \u0026 Speech Processing｜自然语言处理 \u0026 语音处理:","NLP \u0026 Speech Processing:"],"readme":"# pytorch-wavenet\nThis is an implementation of the WaveNet architecture, as described in the [original paper](https://arxiv.org/abs/1609.03499).\n\n## Features\n- Automatic creation of a dataset (training and validation/test set) from all sound files (.wav, .aiff, .mp3) in a directory\n- Efficient multithreaded data loading\n- Logging to TensorBoard (Training loss, validation loss, validation accuracy, parameter and gradient histograms, generated samples)\n- Fast generation, as introduced [here](https://arxiv.org/abs/1611.09482)\n\n## Requirements\n- python 3\n- pytorch 0.3\n- numpy\n- librosa\n- jupyter\n- tensorflow for TensorBoard logging\n\n## Demo\nFor an introduction on how to use this model, take a look at the [WaveNet demo notebook](https://github.com/vincentherrmann/pytorch-wavenet/blob/master/WaveNet_demo.ipynb). \nYou can find audio clips generated by a simple trained model in the [generated samples directory](https://github.com/vincentherrmann/pytorch-wavenet/tree/master/generated_samples)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvincentherrmann%2Fpytorch-wavenet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvincentherrmann%2Fpytorch-wavenet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvincentherrmann%2Fpytorch-wavenet/lists"}