gauravwaghmare / speaker-identification Goto Github PK
View Code? Open in Web Editor NEWA program for automatic speaker identification using deep learning techniques.
A program for automatic speaker identification using deep learning techniques.
CAN you tell me which paper this work is based on?
I have about 340 speakers' speech,but after training the accuracy is very low
Hi @GauravWaghmare ,
I have gone through your code and train the model for sample of 5 speakers with 2 utterances for each speaker it identifies the speaker correctly. Can you please tell me the max number of speakers it identifies correctly and should we do transfer learning for this to add a new speaker or batch of speakers.
Thank you.
how to detect a new speaker
Hi @GauravWaghmare,
I have gone through your code.I didn't find the data which is required to run this code.
Can you please send me the links of Data-set or at-least please specify the format of sample Data-set applicable for this code.
Thanks and Regards
It does not support python 3.
I am trying to run your code and I keep getting errors of deprecated libraries. Please include the versions of each python module you are using aka which Keras version? which Tensorflow version? etc.
[root@aio Speaker-Identification]# python runMode_2.py train direc/
/root/anaconda2/lib/python2.7/site-packages/h5py/init.py:36: FutureWarning: Conversion of the second argument of issubdtype from float
to np.floating
is deprecated. In future, it will be treated as np.float64 == np.dtype(float).type
.
from ._conv import register_converters as _register_converters
Using TensorFlow backend.
Segmentation fault (core dumped)
please give me suggestion?
I installed scikits.talkbox on python 2 and it's installed normally .The problem that i have to use python 3 because tensorflow is compatible only with python 3 on windows .Here some comments on the command prompt when i try to install scikits.talkbox.
For example:
*Running setup.py bdist_wheel for scikits.talkbox ... error
*No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
*LINK : error LNK2001: unresolved external symbol PyInit__lpc
*build\temp.win-amd64-3.6\Release\scikits\talkbox\linpred\src_lpc.cp36-win_amd64.lib : fatal error LNK1120: 1 unresolved externals
*\scikits\talkbox\linpred_lpc.cp36-win_amd64.pyd /IMPLIB:build\temp.win-amd64-3.6\Release\scikits\talkbox\linpred\src_lpc.cp36-win_amd64.lib" failed with exit status 1120
*Failed building wheel for scikits.talkbox
*failed with error code 1 in C:\Users\DALIKA~1\AppData\Local\Temp\pip-build-sq6cbxni\scikits.talkbox
how can i resolve this problems please . Kinds regards
how many datasets do we need to train?
such as ,how much audio per person?
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.