Tshephisho Joseph Sefara

15 Questions 14 Answers 0 Followers

Questions related from Tshephisho Joseph Sefara

Are there any data augmentation techniques for speech data set?

Any suggestions in this regard will be appreciated.Thanks!

07 July 2018 728 0 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.

06 June 2018 8,312 1 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.

06 June 2018 1,220 1 View

Are there any tutorials for text-to-speech synthesis using neural networks?

or deep learning approach

06 June 2018 4,984 1 View

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

Give reference if possible

06 June 2018 4,057 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

06 June 2018 9,440 3 View

How is deep learning different from convolutional neural networks?

Is a CNN a type of deep learning?

06 June 2018 2,924 0 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.

06 June 2018 474 1 View

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

List references. And python notebook.

06 June 2018 7,062 4 View

How to evaluate a text-to-speech program?

Standard methodology

06 June 2018 3,059 0 View

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

List of references or top authors in this field.

06 June 2018 8,653 2 View

How to test a word embedding model trained on Word2Vec?

I did not use English but one of the under-resourced language in Africa. The challenge is the testing of unsupervised learning. I am looking for a way to test/evaluate this model. Refer me links...

12 December 2017 6,903 8 View

What deep learning algorithms perform best on word embedding under limited data?

Name the algorithm, its reference, and where to find a tutorial of that algorithm.

12 December 2017 1,308 3 View

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

In this case I have limited data. I have up to three languages (implies Multiclass classification).

11 November 2017 6,363 3 View

How should we save our indigenous or under-resourced languages from being vanished?

I'm looking for a way forward and directions to increase awareness of our indigenous languages in terms of development and teaching.

09 September 2017 9,793 15 View