Comments (4)
Hi !
The "new" model was significantly better than the "old" model on every classes. This old version is just something we obtained while developing our model until converging to the published results (that have been obtained with the "new" model).
But none of these models have been trained on electronical speech as we don't have this label in our training set. We just have the ELE class on our held-out set, meaning that we can just have a look at how ELE frames are classified by the model (into SPEECH, or SIL for instance).
If we compare model 1 and model 2 performances on the test set (containing KCHI, CHI, MAL, FEM, SPEECH labels) and if we assume that model 1 is consistently better than model 2, it is very likely than model 1 will be better at identifying ELE frames as being SIL (even though it hasn't been trained to classify this specific class).
Also, I'd like to know if there are plans to include an "electronic speech" label which come in handy for our research.
Not in the near future unfortunately ! But we never know :)
Closing this issue. Feel free to reopen if you have any other related questions !
from voice-type-classifier.
Related Issues (20)
- KeyError: 'Domain' when retraining model HOT 4
- ./apply.sh does not work for numeric uris HOT 1
- CUDA out of memory error during validation HOT 3
- Validating intuition of training progress before investing in full fine-tuning effort HOT 2
- Fine-tuning versus Retraining HOT 2
- ./apply.sh: Something went wrong when applying the model HOT 5
- something went wrong when applying th emodel HOT 4
- Conda virtual env error made with the vtc.yml file HOT 2
- windows users!!! HOT 6
- citation unclear in README, arxiv paper doesn't contain info on accepted paper HOT 1
- CondaEnvException: Pip failed when creating "pyannote" HOT 2
- np.long issue HOT 1
- Something went wrong when applying the model HOT 1
- problem validating after retraining (err: ALICE/21) HOT 4
- pip install numba fails on M1 macs HOT 1
- Issue when applying model HOT 9
- Strange distribution of duration of outputted vocalisations HOT 3
- Model arguments stopped working. HOT 1
- Issue with self-recursion, fresh install on a new machine. HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 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. 📊📈🎉
-
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 ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from voice-type-classifier.