Speech-Separation:语音分离的最后一年项目

上传者: 42157556 | 上传时间: 2023-04-12 18:15:47 | 文件大小: 1.03MB | 文件类型: ZIP
PyTorch + Catalyst实现的“ 。 该存储库处理培训过程。 为了进行推断,请检出GUI包装器:PyQT中的 。 该储存库已与合并为。 目录 要求 计算方式 我们在1050 Mobile和Tesla V100的两个GPU上运行了该程序。 我们没有进行任何基准测试,但是V100的速度大约提高了400倍。 它还取决于您下载的数据量。 因此,任何服务器级GPU都是可行的。 贮存 该程序确实会生成很多文件(下载和其他方式)。 每个音频文件的大小为96kiB。 对于7k独特的音频剪辑,并以70/30的比例进行火车和验证拆分,它占用了约120GiB的存储空间。 因此,如果您下载更多音频片段,则至少为1TB 。 记忆 至少需要4GB VRAM 。 它可以处理2个批处理大小。在20个批处理大小下,在两个GPU上,每个GPU占用16GiB VRAM。 设置 如果您使用的是Docker,则

文件下载

资源详情

[{"title":"( 44 个子文件 1.03MB ) Speech-Separation:语音分离的最后一年项目","children":[{"title":"Speech-Separation-master","children":[{"title":"install.sh <span style='color:#111;'> 108B </span>","children":null,"spread":false},{"title":"src","children":[{"title":"plot_spec.py <span style='color:#111;'> 2.28KB </span>","children":null,"spread":false},{"title":"postprocess","children":[{"title":"spec_nn.py <span style='color:#111;'> 3.16KB </span>","children":null,"spread":false},{"title":"postprocess_audio.py <span style='color:#111;'> 1.51KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 51B </span>","children":null,"spread":false}],"spread":true},{"title":"train.py <span style='color:#111;'> 3.46KB </span>","children":null,"spread":false},{"title":"train","children":[{"title":"callbacks.py <span style='color:#111;'> 5.08KB </span>","children":null,"spread":false},{"title":"config.py <span style='color:#111;'> 332B </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 142B </span>","children":null,"spread":false},{"title":"metric_utils.py <span style='color:#111;'> 1.43KB </span>","children":null,"spread":false},{"title":"trainer.py <span style='color:#111;'> 2.39KB </span>","children":null,"spread":false}],"spread":true},{"title":"models","children":[{"title":"__init__.py <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"models.py <span style='color:#111;'> 13.36KB </span>","children":null,"spread":false},{"title":"complex_mask_utils.py <span style='color:#111;'> 2.45KB </span>","children":null,"spread":false}],"spread":true},{"title":"loader","children":[{"title":"audio_mixer_generator.py <span style='color:#111;'> 6.89KB </span>","children":null,"spread":false},{"title":"download.py <span style='color:#111;'> 3.02KB </span>","children":null,"spread":false},{"title":"transform_df.py <span style='color:#111;'> 340B </span>","children":null,"spread":false},{"title":"data.py <span style='color:#111;'> 4.08KB </span>","children":null,"spread":false},{"title":"generate_video_embedding.py <span style='color:#111;'> 3.15KB </span>","children":null,"spread":false},{"title":"remove_empty_audio.py <span style='color:#111;'> 1.19KB </span>","children":null,"spread":false},{"title":"extract_audio.py <span style='color:#111;'> 1.88KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 240B </span>","children":null,"spread":false},{"title":"frames.py <span style='color:#111;'> 3.50KB </span>","children":null,"spread":false},{"title":"remove_corrupt.py <span style='color:#111;'> 806B </span>","children":null,"spread":false},{"title":"data_loader.py <span style='color:#111;'> 4.59KB </span>","children":null,"spread":false},{"title":"convert_to_spec.py <span style='color:#111;'> 1.40KB </span>","children":null,"spread":false},{"title":"audio_feature_generator.py <span style='color:#111;'> 2.68KB </span>","children":null,"spread":false}],"spread":false},{"title":"__init__.py <span style='color:#111;'> 100B </span>","children":null,"spread":false},{"title":"predict.py <span style='color:#111;'> 4.89KB </span>","children":null,"spread":false},{"title":"analysis","children":[{"title":"dim_reduce_spectrogram.py <span style='color:#111;'> 3.36KB </span>","children":null,"spread":false}],"spread":true},{"title":"validate.py <span style='color:#111;'> 4.05KB </span>","children":null,"spread":false}],"spread":true},{"title":"Dockerfile <span style='color:#111;'> 300B </span>","children":null,"spread":false},{"title":"requirements.txt <span style='color:#111;'> 380B </span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'> 1.04KB </span>","children":null,"spread":false},{"title":"setup.py <span style='color:#111;'> 747B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 4.28KB </span>","children":null,"spread":false},{"title":"archive.sh <span style='color:#111;'> 160B </span>","children":null,"spread":false},{"title":"data","children":[{"title":"images","children":[{"title":"validation_example.png <span style='color:#111;'> 984.16KB </span>","children":null,"spread":false},{"title":"snr_plot.png <span style='color:#111;'> 20.93KB </span>","children":null,"spread":false},{"title":"loss_plot.png <span style='color:#111;'> 22.08KB </span>","children":null,"spread":false}],"spread":true},{"title":"audio_set","children":[{"title":"download_audioset.sh <span style='color:#111;'> 1.13KB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":".gitignore <span style='color:#111;'> 1.79KB </span>","children":null,"spread":false},{"title":"setup.sh <span style='color:#111;'> 152B </span>","children":null,"spread":false},{"title":"apt_install.txt <span style='color:#111;'> 179B </span>","children":null,"spread":false}],"spread":false}],"spread":true}]

评论信息

免责申明

【只为小站】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【只为小站】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,zhiweidada#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明