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g2p-service

Naive Flask wrapper for Sequitur. Exposes a simple REST API.

Usage

Example service endpoint for Icelandic available at https://nlp.talgreinir.is/pron (courtesy of Tiro)

How do I pronounce derp?

$ curl -XGET https://nlp.talgreinir.is/pron/derp | jq
[
  {
    "results": [
      {
        "posterior": 0.9138450652404999,
        "pronunciation": "t ɛ r̥ p"
      }
    ],
    "word": "derp"
  }
]

Multiple word support with a POST.

$ cat <<EOF | curl -XPOST -d@- https://nlp.talgreinir.is/pron | jq
{"words": ["herp", "derp"]}
EOF
[
  {
    "results": [
      {
        "posterior": 0.9251423160703962,
        "pronunciation": "h ɛ r̥ p"
      }
    ],
    "word": "herp"
  },
  {
    "results": [
      {
        "posterior": 0.9138450652404999,
        "pronunciation": "t ɛ r̥ p"
      }
    ],
    "word": "derp"
  }
]

Append ?t=tsv to get the response in the Kaldi lexicon format.

Steps

Build Docker image

docker build -t g2p-service .

Run service

Train, or somehow acquire a Sequitur G2P model expose it to the container as /app/final.mdl

docker run -p 8000:8000 -v <path-to-model>:/app/final.mdl g2p-service

LICENSE

Copyright (C) 2019  Róbert Kjaran <[email protected]>

This program is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation; either version 2 of the License, or
(at your option) any later version.

This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
GNU General Public License for more details.

You should have received a copy of the GNU General Public License along
with this program; if not, write to the Free Software Foundation, Inc.,
51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.

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REST wrapper for Sequitur G2P

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