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 788 0 View

How to evaluate a text-to-speech program?

Standard methodology

05 June 2018 3,117 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 8,701 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 8,367 1 View

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

Give reference if possible

05 June 2018 4,109 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 9,496 3 View

How is deep learning different from convolutional neural networks?

Is a CNN a type of deep learning?

05 June 2018 2,981 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.

05 June 2018 525 1 View

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

List references. And python notebook.

05 June 2018 7,118 4 View

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

or deep learning approach

05 June 2018 5,026 1 View

Training for new staff?

I am looking for some training for new staff that will be starting in a self contained classroom with students with ASD. Most new staff have little to no experience working with students with ASD....

03 August 2024 6,717 3 View

Broca’s area must be intact for the learning of new movement sequences?

When the eyes of a person are damaged this causes complete blindness. Likewise, when Wernicke’s and Broca’s areas of neocortex are damaged this causes complete aphasia, losing the ability to...

01 August 2024 6,744 2 View

The Origin of Human Language?

I attended a lecture at the Baylor College of Medicine (~ 2019) where one of the questions was “Does birdsong have anything to do with human language?” Noam Chomsky would say, “Absolutely not!”...

31 July 2024 1,706 4 View

Creating an Automaton/Using Language as the Model?

As animals learn a task, they become more reliant on their long-term memories as compared to the real-time sensory information to guide behavioral performance (Ahilan et al. 2018). This process...

31 July 2024 9,859 0 View

What exactly is RAG-LLM doing? Isn’t it data engineering?

What exactly is Retrieval Augmented Generation for Large Language Model doing? Isn’t it data engineering?

30 July 2024 7,376 3 View

What effects of Autonomous Language Learning can be shown regarding linguistic competence and communicative skills?

Autonomous Language Learning can be implemented from primary to tertiary education. Practioners and students report on its effectiveness, however, there appears to be little quantitative or...

20 July 2024 2,592 2 View

Daniel Everett versus Noam Chomsky on Language?

Many have criticized Noam Chomsky’s theory of language (e.g., Pinker as described in Sihombing 2022), but the most effective criticisms have come from Daniel Everett, given that Chomsky (according...

15 July 2024 492 4 View

Will the leadership style used in the U.S. be successful in Australia, or will the Australians respond better to another?

Will the leadership style used in the U.S. be successful in Australia, or will the Australians respond better to another? Which leadership training methodology would be most successful with your...

14 July 2024 173 4 View

What is a good research topic in psycholinguistic for my future PHD career?

I am interested in the language processes of a person with a cognitive deficit from birth. The way the person understands the English language in a concise communication manner Discourse...

11 July 2024 6,730 4 View

The idea that children learn languages at an accelerated rate (Chomsky 1959) may not be true?

Much has been made of the idea that humans are genetically programmed to learn languages at an early age, suggesting that learning plays a minor role in this process (Chomsky 1959). But we have...

10 July 2024 5,891 6 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.