Computer Science Homework Help

The main objective of this assignment is to write a review report that introduces machine learning and the topic chosen/the selected application(Speech recognition), its pipeline and provide a critical view of these models in terms of the strengths and limitation of these models with the presentation of the results of these models on specific data.

The report should include the following sections:

-Introduction [10%] o This includes introduction to the selected problem/application, introduction to machine learning, and finally the datasets used in the literature.

-Methods and analysis [40%] o This includes the pre-processing (including converting the data to format, cleaning the data, filtering, features extraction, etc) and the pipelines of the machine learning models used, how they work. The minimum requirement for the methods that should be covered is 3.

– Discussion & evaluation [35%] o This includes a comparison of the results obtained by the methods discussed previously along with suitable visualisations and a systematics critique including the implications and limitations of these methods

– Conclusion [10%] o This presents the conclusion of the problem, limitations and recommendations.