# -*- coding: utf-8 -*-
import requests
import json
import codecs
import sys, time
from requests.packages.urllib3.exceptions import InsecureRequestWarning
import env
requests.packages.urllib3.disable_warnings(InsecureRequestWarning)
##########################################################################
# Resets a custom language model by removing all corpora, grammars, and words from
# the model. Resetting a custom language model initializes the model to its state
# when it was first created. Metadata such as the name and language of the model
# are preserved, but the model's words resource is removed and must be re-created.
# You must use credentials for the instance of the service that owns a model to reset it.
##########################################################################
print("\nResetting custom language model...")
headers = {'Content-Type' : "application/json"}
uri = "https://stream.watsonplatform.net/speech-to-text/api/v1/customizations/"+env.get_language_id()+"/reset"
r = requests.post(uri, auth=(env.get_username(),env.get_password()), verify=False, headers=headers)
print("Reset model returns: ", r.status_code)
print(r.text)
sys.exit(0)
from requests.packages.urllib3.exceptions import InsecureRequestWarning
import env
requests.packages.urllib3.disable_warnings(InsecureRequestWarning)
##########################################################################
# Create a custom language model
##########################################################################
model_name = env.get_arg("language model name")
print "\nCreate a new language custom model: " + model_name
headers = {'Content-Type': "application/json"}
data = {
"name": model_name,
"base_model_name": "en-US_NarrowbandModel",
"description": "My narrowband language model"
}
uri = "https://stream.watsonplatform.net/speech-to-text/api/v1/customizations/"
jsonObject = json.dumps(data).encode('utf-8')
r = requests.post(uri,
auth=(env.get_username(), env.get_password()),
verify=False,
headers=headers,
data=jsonObject)
print "Create model returns: ", r.status_code
print r.text
sys.exit(0)
import requests
import json
import codecs
import sys, time
from requests.packages.urllib3.exceptions import InsecureRequestWarning
import env
requests.packages.urllib3.disable_warnings(InsecureRequestWarning)
##########################################################################
# Create a new custom acoustic model
##########################################################################
model_name = env.get_arg("acoustic model name")
print "\nCreate a new acoustic custom model: "+model_name
headers = {'Content-Type' : "application/json"}
data = {"name" : model_name, "base_model_name" : "en-US_NarrowbandModel", "description" : "My narrowband acoustic model"}
uri = "https://stream.watsonplatform.net/speech-to-text/api/v1/acoustic_customizations"
jsonObject = json.dumps(data).encode('utf-8')
resp = requests.post(uri, auth=(env.get_username(),env.get_password()), verify=False, headers=headers, data=jsonObject)
print "Create acoustic models returns: ", resp.status_code
if resp.status_code != 201:
print "Failed to create acoustic model"
print resp.text
sys.exit(-1)
else:
print resp.text
sys.exit(0)
