Which machine-learning algorithms are recommended to train a Language Identification system for under-resourced languages?

More Tshephisho Joseph Sefara's questions See All

Are there any data augmentation techniques for speech data set?

Any suggestions in this regard will be appreciated.Thanks!

06 July 2018 647 0 View

How to evaluate a text-to-speech program?

Standard methodology

05 June 2018 2,977 0 View

What are the must-read papers on text-to-speech synthesis?

List of references or top authors in this field.

05 June 2018 8,572 2 View

Is it important to one-hot encode data before training with convolutional neural networks?

Lets say the data is in a form of text. I'm looking for ways or representation that can be used before throwing my data to a convolutional neural network.

05 June 2018 8,242 1 View

Which neural network type is best for speech recognition and speech synthesis?

Give reference if possible

05 June 2018 3,990 0 View

How is deep learning different from convolutional neural networks?

Is a CNN a type of deep learning?

05 June 2018 2,857 0 View

How to combine convolutional neural network with stemming to learn word formation?

CNN or LSTM or any deep learning algorithm You can give few Keras implementation

05 June 2018 9,360 3 View

How to improve performance of a topic modelling system when testing on misspelled words or new words ?

Should I also use misspelled words during training? I'm looking for methodologies or with relevant research papers.

05 June 2018 412 1 View

Topic modelling is learned on words. Can it be learned on n-grams?

List references. And python notebook.

05 June 2018 6,994 4 View

What are the steps to make text-to-speech synthesis (TTS) system from the scratch in deep learning?

I'm looking for best references. From scratch means training a voice from sample recordings.

05 June 2018 1,145 1 View

Why should we choose deep learning to machine learning? Why is CNN better for image classification? Can I get Typical Answer?

What Characteristics makes CNN work better?

03 March 2021 1,458 4 View

Can we block unwanted images during the x-ray prediction?

i am try to classify the x-ray images. During classification , can i block unwanted images (except x-ray image).

03 March 2021 7,100 1 View

Is there a classification scheme for rock cavities or caverns with respect to their size and shape?

The range of forms and sizes of cavities in rock is very big. Is there a classification scheme for rock cavities regarding their size and shape?

02 March 2021 4,511 3 View

Image Processing and classification using keras/Tensorflow?

Do you have some recommendations approaches on Image processing and classification of plant diseases using TensorFlow/Keras?

02 March 2021 1,493 4 View

Can NFL theorem be valid in infinite search space in ML?

NFL theorem is valid for algorithms training in fixed training set. However, the general characteristic of algorithms in expanded or open dataset has not been proved yet. Could you show your...

01 March 2021 1,189 3 View

Is there any research regarding how training and development is going to change in the era of Fourth Industrial Revolution?

As the organizations getting prepared for the fourth industrial revolution, to enhance the skills of their workforce what type of changes are necessary and going to occur in the training and...

01 March 2021 3,199 3 View

Does anyone have kinetic and kinematic dataset for gait classification?

I want to differentiate between normal and abnormal movement. For this reason, I am looking forward to this type of dataset.

01 March 2021 9,485 1 View

Which group formation theory do you recommend for projects that aim to bring together entrepreneurs for training for regional development?

I would like to have ideas about which theories of group formation are suitable for entrepreneurial training projects, with the aim of creating bonds, building trust, and collaboration for...

28 February 2021 4,223 2 View

Where can find Medical Image Data Sets for Machine learning research project?

I want to work on medical image(disease) detection and classification. Where can I found Image data sets?

24 February 2021 3,130 3 View

Satellite orbit estimation using Recurrent Neural Network - what should I use?

Hello, I am a master's student studying in Yonsei Univeristy, Korea. I am trying to estimate the state of satellite, using Neural Network. Below is a simple flow of my study. 1. Train (t0 ~ t1)...

23 February 2021 6,383 3 View

Meareg A. Hailemariam

Hi Tshephisho,

I think unsupervised machine learning algorithms would be better candidates for clustering tasks with limited data.

Jaime Veintimilla-Reyes

HI,

Here is an example:

https://dl.acm.org/citation.cfm?id=2824877

They did it with supervised machine learning methods.

Dora Riestra

Sería un entrenamiento limitado a cierto uso y léxico llamado "lengua de servicio", una máquina no accede a la indeterminación semántica de una lengua.