Show HN: This AI Does Not Exist(thisaidoesnotexist.com)

    {
       "defn":"MozartNet is a sequence to sequence deep neural network trained on the music of Wolfgang Amadeus Mozart. It is used to generate music for a piano transcription in a completely unsupervised fashion. MozartNet is an instance of a more general family of networks known as 'autoregressive networks', and is trained on a synthetic dataset of about 1 million short sequences of piano notes. The network is a two layer LSTM and is trained with L2 regularization to minimize the total number of parameters. MozartNet is one of the most widely used and best-performing autoregressive networks, and is often cited as an example of using a neural network for the purpose of learning the structure of music.",
       "usage":"from nmt import \*\nnet = Model()\nnet.load_weights(\"/tmp/mozartnet.h5\")\n\n# get the source text\nsequence = net.encode(\"GDAEADBBGEDC\", output_chars=\"p\", max_length=5)\n\n# decode it\nsource_sequence = net.decode(sequence)\n\n# print it\nprint(source_sequence.as_list())"
    }