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Machine learning algorithms for structured inputs and outputs, such as on OCR and voice-to-text data.

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StructuredPerceptron

Here are implementations for some of the most popular Structured Prediction algorithms, such as LaSO, Generalized Perceptron, AggreVaTe, DAgger, etc. Highest accuracy on OCR and NETTALK training data is around 80%.

Results

  • Handwriting recognition data (OCR): To be announced
  • Text-to-speech data (Nettalk): To be announced

Model In Action

Running on first-order features with standard update policy

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Machine learning algorithms for structured inputs and outputs, such as on OCR and voice-to-text data.

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