Google STT with Pandas - how to transpose columns
0
I am new to Python, and working on a project with Google Speech to text. Finally figured out how to import results of Google STT (JSON) and format data in csv. BUT....
Google gives you alternative words which is good and bad. The attached code will only read the first alternative and stop, so I can only select one alternative.
I would love to import the other alternatives and show in their own column it Main, alt1, alt2. Sometimes time stamps the same as Main, sometimes differ.
Advice appreciated. - feeling I am getting the hang of it slowly.
{
"@type": "type.googleapis.com/google.cloud.speech.v1p1beta1.LongRunningRecognizeResponse",
"timestamp": "2018-12-28 14:13:18",
"results": [
{
"alternatives": [
{
"confidence": 0.9319887,
"words": [
{
"confidence": 0.9572171,
"endTime": "2s",
"startTime": "1s",
"word": "Bla1a"
},
{
"confidence": 0.9572171,
"endTime": "3s",
"startTime": "2s",
"word": "Bla1b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.95174015,
"words": [
{
"confidence": 0.9572171,
"endTime": "2s",
"startTime": "1s",
"word": "Bla2a"
},
{
"confidence": 0.9572171,
"endTime": "3s",
"startTime": "2s",
"word": "Bla2b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.95298487,
"words": [
{
"confidence": 0.9572171,
"endTime": "2s",
"startTime": "1s",
"word": "bla3b"
},
{
"confidence": 0.9572171,
"endTime": "3s",
"startTime": "2s",
"word": "Bla3b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.8774771,
"words": [
{
"confidence": 0.7337543,
"endTime": "3s",
"startTime": "2s",
"word": "Bla4a"
},
{
"confidence": 0.9363319,
"endTime": "4s",
"startTime": "3s",
"word": "bla4b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.9491383,
"words": [
{
"confidence": 0.8349256,
"endTime": "4s",
"startTime": "3s",
"word": "Bla5a"
},
{
"confidence": 0.9572171,
"endTime": "5s",
"speakerTag": 1,
"startTime": "4s",
"word": "Bla5b"
}
]
}
],
"languageCode": "th-th"
}
]
}
#!/usr/bin/python
# note = can only show one alternatives list
import json
import pandas as pd
from pandas import ExcelWriter
import numpy as np
with open('Thai_Unicode(bk).json') as f: # this ensures opening and closing file
a = json.loads(f.read())
data = a["results"][0]["alternatives"][0]["words"]
df = pd.DataFrame(data)
#print(df)
df.to_excel('pandas4.xls')
pandas google-speech-api
asked Dec 28 '18 at 7:37
user966885user966885
12
add a comment |
0
I am new to Python, and working on a project with Google Speech to text. Finally figured out how to import results of Google STT (JSON) and format data in csv. BUT....
Google gives you alternative words which is good and bad. The attached code will only read the first alternative and stop, so I can only select one alternative.
I would love to import the other alternatives and show in their own column it Main, alt1, alt2. Sometimes time stamps the same as Main, sometimes differ.
Advice appreciated. - feeling I am getting the hang of it slowly.
{
"@type": "type.googleapis.com/google.cloud.speech.v1p1beta1.LongRunningRecognizeResponse",
"timestamp": "2018-12-28 14:13:18",
"results": [
{
"alternatives": [
{
"confidence": 0.9319887,
"words": [
{
"confidence": 0.9572171,
"endTime": "2s",
"startTime": "1s",
"word": "Bla1a"
},
{
"confidence": 0.9572171,
"endTime": "3s",
"startTime": "2s",
"word": "Bla1b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.95174015,
"words": [
{
"confidence": 0.9572171,
"endTime": "2s",
"startTime": "1s",
"word": "Bla2a"
},
{
"confidence": 0.9572171,
"endTime": "3s",
"startTime": "2s",
"word": "Bla2b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.95298487,
"words": [
{
"confidence": 0.9572171,
"endTime": "2s",
"startTime": "1s",
"word": "bla3b"
},
{
"confidence": 0.9572171,
"endTime": "3s",
"startTime": "2s",
"word": "Bla3b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.8774771,
"words": [
{
"confidence": 0.7337543,
"endTime": "3s",
"startTime": "2s",
"word": "Bla4a"
},
{
"confidence": 0.9363319,
"endTime": "4s",
"startTime": "3s",
"word": "bla4b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.9491383,
"words": [
{
"confidence": 0.8349256,
"endTime": "4s",
"startTime": "3s",
"word": "Bla5a"
},
{
"confidence": 0.9572171,
"endTime": "5s",
"speakerTag": 1,
"startTime": "4s",
"word": "Bla5b"
}
]
}
],
"languageCode": "th-th"
}
]
}
#!/usr/bin/python
# note = can only show one alternatives list
import json
import pandas as pd
from pandas import ExcelWriter
import numpy as np
with open('Thai_Unicode(bk).json') as f: # this ensures opening and closing file
a = json.loads(f.read())
data = a["results"][0]["alternatives"][0]["words"]
df = pd.DataFrame(data)
#print(df)
df.to_excel('pandas4.xls')
pandas google-speech-api
asked Dec 28 '18 at 7:37
user966885user966885
12
how to delete :(. wanted to post code and json sample too
– user966885
Dec 28 '18 at 7:39
Click the "edit" button and supply additional info as needed.
– coldspeed
Dec 28 '18 at 7:49
Happy I can get the results in a xls, but problem is I there are alternative speech conversions ( different words ) , would like to see them next to the same time stamp
– user966885
Dec 28 '18 at 10:04
add a comment |
0
0
0
I am new to Python, and working on a project with Google Speech to text. Finally figured out how to import results of Google STT (JSON) and format data in csv. BUT....
Google gives you alternative words which is good and bad. The attached code will only read the first alternative and stop, so I can only select one alternative.
I would love to import the other alternatives and show in their own column it Main, alt1, alt2. Sometimes time stamps the same as Main, sometimes differ.
Advice appreciated. - feeling I am getting the hang of it slowly.
{
"@type": "type.googleapis.com/google.cloud.speech.v1p1beta1.LongRunningRecognizeResponse",
"timestamp": "2018-12-28 14:13:18",
"results": [
{
"alternatives": [
{
"confidence": 0.9319887,
"words": [
{
"confidence": 0.9572171,
"endTime": "2s",
"startTime": "1s",
"word": "Bla1a"
},
{
"confidence": 0.9572171,
"endTime": "3s",
"startTime": "2s",
"word": "Bla1b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.95174015,
"words": [
{
"confidence": 0.9572171,
"endTime": "2s",
"startTime": "1s",
"word": "Bla2a"
},
{
"confidence": 0.9572171,
"endTime": "3s",
"startTime": "2s",
"word": "Bla2b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.95298487,
"words": [
{
"confidence": 0.9572171,
"endTime": "2s",
"startTime": "1s",
"word": "bla3b"
},
{
"confidence": 0.9572171,
"endTime": "3s",
"startTime": "2s",
"word": "Bla3b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.8774771,
"words": [
{
"confidence": 0.7337543,
"endTime": "3s",
"startTime": "2s",
"word": "Bla4a"
},
{
"confidence": 0.9363319,
"endTime": "4s",
"startTime": "3s",
"word": "bla4b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.9491383,
"words": [
{
"confidence": 0.8349256,
"endTime": "4s",
"startTime": "3s",
"word": "Bla5a"
},
{
"confidence": 0.9572171,
"endTime": "5s",
"speakerTag": 1,
"startTime": "4s",
"word": "Bla5b"
}
]
}
],
"languageCode": "th-th"
}
]
}
#!/usr/bin/python
# note = can only show one alternatives list
import json
import pandas as pd
from pandas import ExcelWriter
import numpy as np
with open('Thai_Unicode(bk).json') as f: # this ensures opening and closing file
a = json.loads(f.read())
data = a["results"][0]["alternatives"][0]["words"]
df = pd.DataFrame(data)
#print(df)
df.to_excel('pandas4.xls')
pandas google-speech-api
asked Dec 28 '18 at 7:37
user966885user966885
12
I am new to Python, and working on a project with Google Speech to text. Finally figured out how to import results of Google STT (JSON) and format data in csv. BUT....
Google gives you alternative words which is good and bad. The attached code will only read the first alternative and stop, so I can only select one alternative.
I would love to import the other alternatives and show in their own column it Main, alt1, alt2. Sometimes time stamps the same as Main, sometimes differ.
Advice appreciated. - feeling I am getting the hang of it slowly.
{
"@type": "type.googleapis.com/google.cloud.speech.v1p1beta1.LongRunningRecognizeResponse",
"timestamp": "2018-12-28 14:13:18",
"results": [
{
"alternatives": [
{
"confidence": 0.9319887,
"words": [
{
"confidence": 0.9572171,
"endTime": "2s",
"startTime": "1s",
"word": "Bla1a"
},
{
"confidence": 0.9572171,
"endTime": "3s",
"startTime": "2s",
"word": "Bla1b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.95174015,
"words": [
{
"confidence": 0.9572171,
"endTime": "2s",
"startTime": "1s",
"word": "Bla2a"
},
{
"confidence": 0.9572171,
"endTime": "3s",
"startTime": "2s",
"word": "Bla2b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.95298487,
"words": [
{
"confidence": 0.9572171,
"endTime": "2s",
"startTime": "1s",
"word": "bla3b"
},
{
"confidence": 0.9572171,
"endTime": "3s",
"startTime": "2s",
"word": "Bla3b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.8774771,
"words": [
{
"confidence": 0.7337543,
"endTime": "3s",
"startTime": "2s",
"word": "Bla4a"
},
{
"confidence": 0.9363319,
"endTime": "4s",
"startTime": "3s",
"word": "bla4b"
}
]
}
],
"languageCode": "th-th"
},
{
"alternatives": [
{
"confidence": 0.9491383,
"words": [
{
"confidence": 0.8349256,
"endTime": "4s",
"startTime": "3s",
"word": "Bla5a"
},
{
"confidence": 0.9572171,
"endTime": "5s",
"speakerTag": 1,
"startTime": "4s",
"word": "Bla5b"
}
]
}
],
"languageCode": "th-th"
}
]
}
#!/usr/bin/python
# note = can only show one alternatives list
import json
import pandas as pd
from pandas import ExcelWriter
import numpy as np
with open('Thai_Unicode(bk).json') as f: # this ensures opening and closing file
a = json.loads(f.read())
data = a["results"][0]["alternatives"][0]["words"]
df = pd.DataFrame(data)
#print(df)
df.to_excel('pandas4.xls')
pandas google-speech-api
pandas google-speech-api
asked Dec 28 '18 at 7:37
user966885user966885
12
asked Dec 28 '18 at 7:37
user966885user966885
12
edited Dec 28 '18 at 10:00
user966885
asked Dec 28 '18 at 7:37
user966885user966885
12
asked Dec 28 '18 at 7:37
user966885user966885
12
asked Dec 28 '18 at 7:37
user966885user966885
12
12
how to delete :(. wanted to post code and json sample too
– user966885
Dec 28 '18 at 7:39
Click the "edit" button and supply additional info as needed.
– coldspeed
Dec 28 '18 at 7:49
Happy I can get the results in a xls, but problem is I there are alternative speech conversions ( different words ) , would like to see them next to the same time stamp
– user966885
Dec 28 '18 at 10:04
add a comment |
how to delete :(. wanted to post code and json sample too
– user966885
Dec 28 '18 at 7:39
Click the "edit" button and supply additional info as needed.
– coldspeed
Dec 28 '18 at 7:49
Happy I can get the results in a xls, but problem is I there are alternative speech conversions ( different words ) , would like to see them next to the same time stamp
– user966885
Dec 28 '18 at 10:04
how to delete :(. wanted to post code and json sample too
– user966885
Dec 28 '18 at 7:39
how to delete :(. wanted to post code and json sample too
– user966885
Dec 28 '18 at 7:39
Click the "edit" button and supply additional info as needed.
– coldspeed
Dec 28 '18 at 7:49
Click the "edit" button and supply additional info as needed.
– coldspeed
Dec 28 '18 at 7:49
Happy I can get the results in a xls, but problem is I there are alternative speech conversions ( different words ) , would like to see them next to the same time stamp
– user966885
Dec 28 '18 at 10:04
Happy I can get the results in a xls, but problem is I there are alternative speech conversions ( different words ) , would like to see them next to the same time stamp
– user966885
Dec 28 '18 at 10:04
add a comment |
0
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how to delete :(. wanted to post code and json sample too
– user966885
Dec 28 '18 at 7:39
Click the "edit" button and supply additional info as needed.
– coldspeed
Dec 28 '18 at 7:49
Happy I can get the results in a xls, but problem is I there are alternative speech conversions ( different words ) , would like to see them next to the same time stamp
– user966885
Dec 28 '18 at 10:04