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Anonymous
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3 Aug 2023 06:12:06 UTC
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Audio Classification Tutorial: How to Use Deep Learning and TensorFlow Hub
Do you want to learn how to classify sound or audio using the power of deep learning and TensorFlow Hub? If so, then this tutorial is for you! We'll show you how to use pre-trained models from TensorFlow Hub to accurately classify audio data, all through the power of Python programming.<br /><br />You can find the code , install instructions and the sample audio files in this link : <a href="https://github.com/feitgemel/TensorFlowProjects/tree/master/Tensor-Hub-classify-sound" target="_blank" rel="nofollow">https://github.com/feitgemel/TensorFlowProjects/tree/master/Tensor-Hub-classify-sound</a><br /><br />More relevant content in this playlist : <a href="https://www.youtube.com/playlist?list=PLdkryDe59y4bxVvpexwR6PMTHH6_vFXjA" target="_blank" rel="nofollow">https://www.youtube.com/playlist?list=PLdkryDe59y4bxVvpexwR6PMTHH6_vFXjA</a><br /> ~~~~~~~~~~~~~~~ chapters ~~~~~~~~~~~~~~~<br />Chapters :<br />00:00 Intro <br />00:18 Installation - Python libraries <br />02:50 How to use the model inference (Coding time)<br />13:40 Lets test a real sound / audio<br /> ~~~~~~~~~~~~~~~ recommended courses and books ~~~~~~~~~~~~~~~<br />A perfect course for learning modern Computer Vision with deep dive in TensorFlow , Keras and Pytorch . You can find it here : <a href="http://bit.ly/3HeDy1V" target="_blank" rel="nofollow">http://bit.ly/3HeDy1V</a> <br />I also recommend this book for deep dive in deep learning : <a href="https://amzn.to/3TTZym7" target="_blank" rel="nofollow">https://amzn.to/3TTZym7</a><br />~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~ <br />🖥️ Email : [email protected] <br />🐦 Twitter - <a href="https://twitter.com/eran_feit" target="_blank" rel="nofollow">https://twitter.com/eran_feit</a> <br />😸 GitHub - <a href="https://github.com/feitgemel" target="_blank" rel="nofollow">https://github.com/feitgemel</a> <br />📸 Instagram - <a href="https://www.instagram.com/eran_feit/" target="_blank" rel="nofollow">https://www.instagram.com/eran_feit/</a> <br />▶️ Subscribe - youtube.com/@eranfeit?sub_confirmation=1 <br />🐙 Facebook - <a href="https://www.facebook.com/groups/3080601358933585" target="_blank" rel="nofollow">https://www.facebook.com/groups/3080601358933585</a> <br />~~~~~~~~~~~~~~ SUPPORT ME 🙏~~~~~~~~~~~~~~ <br />🅿 Patreon - <a href="https://www.patreon.com/EranFeit" target="_blank" rel="nofollow">https://www.patreon.com/EranFeit</a> <br />~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ <br />#Tensorflow<br />#EranFeit<br />#TensorHub<br />~~~~~~~~~~~~~~ Credits ~~~~~~~~~~~~~ <br />Music by Vincent Rubinetti <br />Download the music on Bandcamp: <a href="https://vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown" target="_blank" rel="nofollow">https://vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown</a> <br />Stream the music on Spotify: <a href="https://open.spotify.com/album/1dVyjwS8FBqXhRunaG5W5u" target="_blank" rel="nofollow">https://open.spotify.com/album/1dVyjwS8FBqXhRunaG5W5u</a><br />...<br /><a href="https://www.youtube.com/watch?v=_iX0VRp7UEA" target="_blank" rel="nofollow">https://www.youtube.com/watch?v=_iX0VRp7UEA</a>
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