How to use the pynini.shortestdistance function in pynini

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github kylebgorman / EditTransducer / edit_transducer / edit_transducer.py View on Github external
"""Computes minimum distance.

    This method computes, for a pair of input/output strings or acceptors, the
    minimum edit distance according to the underlying edit transducer.

    Args:
      iset: input string or acceptor.
      oset: output string or acceptor.

    Returns:
      Minimum edit distance according to the edit transducer.
    """
    lattice = self._create_lattice(iset, oset)
    # The shortest cost from all final states to the start state is
    # equivalent to the cost of the shortest path.
    return float(shortestdistance(lattice, reverse=True)[lattice.start()])

pynini

Finite-state grammar compilation

MIT
Latest version published 4 months ago

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