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How to get the similar sounding words together

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6

I am trying to get all the similar sounding words from a list

I tried to get them using cosine similarity but that does not fulfill my purpose

from sklearn.metrics.pairwise import cosine_similarity
dataList = ['two','fourth','forth','dessert','to','desert']
cosine_similarity(dataList)

I know this is not the right approach, I cannot seam to get a result like:

result = ['xx', 'xx', 'yy', 'yy', 'zz', 'zz'] 

where they mean that the words which sound similar

python python-3.x list

share

edited 41 mins ago

DirtyBit

10.2k21640

asked 48 mins ago

Marc StochMarc Stoch

312

New contributor

Marc Stoch is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.

add a comment | 

6

I am trying to get all the similar sounding words from a list

I tried to get them using cosine similarity but that does not fulfill my purpose

from sklearn.metrics.pairwise import cosine_similarity
dataList = ['two','fourth','forth','dessert','to','desert']
cosine_similarity(dataList)

I know this is not the right approach, I cannot seam to get a result like:

result = ['xx', 'xx', 'yy', 'yy', 'zz', 'zz'] 

where they mean that the words which sound similar

python python-3.x list

share

edited 41 mins ago

DirtyBit

10.2k21640

asked 48 mins ago

Marc StochMarc Stoch

312

New contributor

Marc Stoch is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.

add a comment | 

I am trying to get all the similar sounding words from a list

I tried to get them using cosine similarity but that does not fulfill my purpose

from sklearn.metrics.pairwise import cosine_similarity
dataList = ['two','fourth','forth','dessert','to','desert']
cosine_similarity(dataList)

I know this is not the right approach, I cannot seam to get a result like:

result = ['xx', 'xx', 'yy', 'yy', 'zz', 'zz'] 

where they mean that the words which sound similar

python python-3.x list

share

edited 41 mins ago

DirtyBit

10.2k21640

asked 48 mins ago

Marc StochMarc Stoch

312

New contributor

Marc Stoch is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.

from sklearn.metrics.pairwise import cosine_similarity
dataList = ['two','fourth','forth','dessert','to','desert']
cosine_similarity(dataList)

result = ['xx', 'xx', 'yy', 'yy', 'zz', 'zz'] 

share

edited 41 mins ago

DirtyBit

10.2k21640

asked 48 mins ago

Marc StochMarc Stoch

312

New contributor

Marc Stoch is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.

share

edited 41 mins ago

DirtyBit

10.2k21640

asked 48 mins ago

Marc StochMarc Stoch

312

New contributor

Marc Stoch is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.

edited 41 mins ago

DirtyBit

10.2k21640

edited 41 mins ago

DirtyBit

10.2k21640

asked 48 mins ago

Marc StochMarc Stoch

312

New contributor

Marc Stoch is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.

asked 48 mins ago

Marc StochMarc Stoch

312

1 Answer
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6

First you need to use a proper way to get the similar sounding words i.e. string similarity, I would suggest:

Using jellyfish:

from jellyfish import soundex

print(soundex("two"))
print(soundex("to"))

OUTPUT:

T000
T000

Now perhaps, create a function that would handle the list and then sort it to get them:

def isSoundex(dList):
 res = [soundex(x) for x in dList] # iterate over each elem in the dataList
 # print(res) # ['T000', 'F630', 'F630', 'D263', 'T000', 'D263']
 return res

dataList = ['two','fourth','forth','dessert','to','desert']
res = isSoundex(dataList)

print([x for x in sorted(res)])

OUTPUT:

['D263', 'D263', 'F630', 'F630', 'T000', 'T000']

EDIT:

Another way could be:

Using fuzzy:

import fuzzy
soundex = fuzzy.Soundex(4)

print(soundex("to"))
print(soundex("two"))

OUTPUT:

T000
T000

share|improve this answer

edited 32 mins ago

answered 45 mins ago

DirtyBitDirtyBit

10.2k21640

• 
  
  
  

  
  

  
  
  
  
  
  

  
  
  lib link please :)
  
  – Nihal
  44 mins ago
  

  
  
  
  


• 
  
  
  

  
  

  
  
  
  
  
  

  
  
  @Nihal updated! :)
  
  – DirtyBit
  39 mins ago
  

  
  
  
  

add a comment | 

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6

First you need to use a proper way to get the similar sounding words i.e. string similarity, I would suggest:

Using jellyfish:

from jellyfish import soundex

print(soundex("two"))
print(soundex("to"))

OUTPUT:

T000
T000

Now perhaps, create a function that would handle the list and then sort it to get them:

def isSoundex(dList):
 res = [soundex(x) for x in dList] # iterate over each elem in the dataList
 # print(res) # ['T000', 'F630', 'F630', 'D263', 'T000', 'D263']
 return res

dataList = ['two','fourth','forth','dessert','to','desert']
res = isSoundex(dataList)

print([x for x in sorted(res)])

OUTPUT:

['D263', 'D263', 'F630', 'F630', 'T000', 'T000']

EDIT:

Another way could be:

Using fuzzy:

import fuzzy
soundex = fuzzy.Soundex(4)

print(soundex("to"))
print(soundex("two"))

OUTPUT:

T000
T000

share|improve this answer

edited 32 mins ago

answered 45 mins ago

DirtyBitDirtyBit

10.2k21640

• 
  
  
  

  
  

  
  
  
  
  
  

  
  
  lib link please :)
  
  – Nihal
  44 mins ago
  

  
  
  
  


• 
  
  
  

  
  

  
  
  
  
  
  

  
  
  @Nihal updated! :)
  
  – DirtyBit
  39 mins ago
  

  
  
  
  

add a comment | 

6

First you need to use a proper way to get the similar sounding words i.e. string similarity, I would suggest:

Using jellyfish:

from jellyfish import soundex

print(soundex("two"))
print(soundex("to"))

OUTPUT:

T000
T000

Now perhaps, create a function that would handle the list and then sort it to get them:

def isSoundex(dList):
 res = [soundex(x) for x in dList] # iterate over each elem in the dataList
 # print(res) # ['T000', 'F630', 'F630', 'D263', 'T000', 'D263']
 return res

dataList = ['two','fourth','forth','dessert','to','desert']
res = isSoundex(dataList)

print([x for x in sorted(res)])

OUTPUT:

['D263', 'D263', 'F630', 'F630', 'T000', 'T000']

EDIT:

Another way could be:

Using fuzzy:

import fuzzy
soundex = fuzzy.Soundex(4)

print(soundex("to"))
print(soundex("two"))

OUTPUT:

T000
T000

share|improve this answer

edited 32 mins ago

answered 45 mins ago

DirtyBitDirtyBit

10.2k21640

• 
  
  
  

  
  

  
  
  
  
  
  

  
  
  lib link please :)
  
  – Nihal
  44 mins ago
  

  
  
  
  


• 
  
  
  

  
  

  
  
  
  
  
  

  
  
  @Nihal updated! :)
  
  – DirtyBit
  39 mins ago
  

  
  
  
  

add a comment | 

First you need to use a proper way to get the similar sounding words i.e. string similarity, I would suggest:

Using jellyfish:

from jellyfish import soundex

print(soundex("two"))
print(soundex("to"))

OUTPUT:

T000
T000

Now perhaps, create a function that would handle the list and then sort it to get them:

def isSoundex(dList):
 res = [soundex(x) for x in dList] # iterate over each elem in the dataList
 # print(res) # ['T000', 'F630', 'F630', 'D263', 'T000', 'D263']
 return res

dataList = ['two','fourth','forth','dessert','to','desert']
res = isSoundex(dataList)

print([x for x in sorted(res)])

OUTPUT:

['D263', 'D263', 'F630', 'F630', 'T000', 'T000']

EDIT:

Another way could be:

Using fuzzy:

import fuzzy
soundex = fuzzy.Soundex(4)

print(soundex("to"))
print(soundex("two"))

OUTPUT:

T000
T000

share|improve this answer

edited 32 mins ago

answered 45 mins ago

DirtyBitDirtyBit

10.2k21640

from jellyfish import soundex

print(soundex("two"))
print(soundex("to"))

T000
T000

def isSoundex(dList):
 res = [soundex(x) for x in dList] # iterate over each elem in the dataList
 # print(res) # ['T000', 'F630', 'F630', 'D263', 'T000', 'D263']
 return res

dataList = ['two','fourth','forth','dessert','to','desert']
res = isSoundex(dataList)

print([x for x in sorted(res)])

['D263', 'D263', 'F630', 'F630', 'T000', 'T000']

import fuzzy
soundex = fuzzy.Soundex(4)

print(soundex("to"))
print(soundex("two"))

T000
T000

share|improve this answer

edited 32 mins ago

answered 45 mins ago

DirtyBitDirtyBit

10.2k21640

answered 45 mins ago

DirtyBitDirtyBit

10.2k21640

answered 45 mins ago

DirtyBitDirtyBit

10.2k21640