{
  "id": 167871,
  "title": "Easily Process Audio on Your GPU with TensorFlow",
  "url": "/competitions/birdsong-recognition/discussion/167871",
  "author_name": "Manh Lab",
  "post_date": "2020-07-18T06:34:57.386000",
  "votes": 5,
  "comment_count": 0,
  "views": 0,
  "content": "<p>How to preprocess your audio data 💯 \n- Compute the short-time Fourier transform of your audio signals\n- Compute the magnitudes\n- Instantiate the mel filterbank\n- Warp the linear-scale magnitude-spectrograms to mel-scale\n- Transform magnitudes to log-scale\nfrom: <a href=\"https://towardsdatascience.com/how-to-easily-process-audio-on-your-gpu-with-tensorflow-2d9d91360f06\">https://towardsdatascience.com/how-to-easily-process-audio-on-your-gpu-with-tensorflow-2d9d91360f06</a></p>",
  "messages": [
    {
      "id": 933938,
      "postDate": "2020-07-18T06:34:57.387Z",
      "content": "<p>How to preprocess your audio data 💯 \n- Compute the short-time Fourier transform of your audio signals\n- Compute the magnitudes\n- Instantiate the mel filterbank\n- Warp the linear-scale magnitude-spectrograms to mel-scale\n- Transform magnitudes to log-scale\nfrom: <a href=\"https://towardsdatascience.com/how-to-easily-process-audio-on-your-gpu-with-tensorflow-2d9d91360f06\">https://towardsdatascience.com/how-to-easily-process-audio-on-your-gpu-with-tensorflow-2d9d91360f06</a></p>",
      "rawMarkdown": "How to preprocess your audio data 💯 \n- Compute the short-time Fourier transform of your audio signals\n- Compute the magnitudes\n- Instantiate the mel filterbank\n- Warp the linear-scale magnitude-spectrograms to mel-scale\n- Transform magnitudes to log-scale\nfrom: https://towardsdatascience.com/how-to-easily-process-audio-on-your-gpu-with-tensorflow-2d9d91360f06",
      "votes": 4
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "933938": "How to preprocess your audio data 💯 \n- Compute the short-time Fourier transform of your audio signals\n- Compute the magnitudes\n- Instantiate the mel filterbank\n- Warp the linear-scale magnitude-spectrograms to mel-scale\n- Transform magnitudes to log-scale\nfrom: https://towardsdatascience.com/how-to-easily-process-audio-on-your-gpu-with-tensorflow-2d9d91360f06"
  }
}