Comments (4)
@ku2482 Thanks for your question.
Regarding your questions:
- 0.8-second as it is also mentioned in the paper.
- No for the paper, no CMVN has been used. CMVN is just an available feature in SpeechPy library.
from 3d-convolutional-speaker-recognition.
@astorfi Thanks for answering.
I think every 0.81 second audio file result in (80, 40) feature, and you concatenate 20 features to make (20, 80, 40) feature for development phase, is it right?
I don't know how many (20, 80, 40) features per speaker do you use in the paper .
You use just one (20, 80, 40) feature for one speaker and make the dataset shaped (511, 20, 80, 40) ??
Anyway, I appreciate for your work and kindness.
from 3d-convolutional-speaker-recognition.
@ku2482 Yes, that's quite correct.
For the second part, (20, 80, 40) features are fed to the network. "20" is the number of spoken utterances for the speaker. However, there is no restriction on the number of (20, 80, 40) features for any speaker. The rule of thumb is "the more is the better for background model generation". You can use "20" spoken utterances at random for data augmentation (although all needs to belong to the same speaker).
from 3d-convolutional-speaker-recognition.
@astorfi Thank you so much!!
I actually solve all my questions and now I can understand your script.
Your work is really great!!
I close this issue, and again, thank you!!
from 3d-convolutional-speaker-recognition.
Related Issues (20)
- Convolution expects input with rank 4, got 5 HOT 9
- Extracting VAD for our own dataset HOT 1
- How to generate data HOT 13
- Run time error in the demo HOT 6
- No such file or directory: 'results/SCORES/score_vector.npy HOT 1
- Where does input_feature.py store it's results? HOT 1
- How to make Speaker Verification (1:1 recognition) model in keras? HOT 1
- What is the exact meaning of "utterances"? HOT 4
- ValueError: axes don't match array
- What does low-level and high-level features extraction mean? HOT 1
- .wav inputs specifics HOT 6
- where is score_vector.npy HOT 2
- Demo video recording link is broken
- Please update the vedio link of the demo.
- Pre trained model HOT 1
- Does anyone know the EER of this repo? HOT 1
- How to deal with .hdfs5 files ? HOT 2
- version problem HOT 1
- Speakers for Enrollment and Development
- γAll Dependency of This Project HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. πππ
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google β€οΈ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from 3d-convolutional-speaker-recognition.