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Add MFCC Feature Extraction Algorithm - #9057

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cclauss merged 19 commits into
TheAlgorithms:masterfrom
AmirLavasani:mfcc_feature_extraction_9026
Sep 24, 2023
Merged

Add MFCC Feature Extraction Algorithm#9057
cclauss merged 19 commits into
TheAlgorithms:masterfrom
AmirLavasani:mfcc_feature_extraction_9026

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@AmirLavasani

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Describe your change:

Added MFCC Audio Signal Feature Extraction Algorithm.

Fixes#9026

  • Add an algorithm?
  • Fix a bug or typo in an existing algorithm?
  • Documentation change?

Checklist:

  • I have read CONTRIBUTING.md.
  • This pull request is all my own work -- I have not plagiarized.
  • I know that pull requests will not be merged if they fail the automated tests.
  • This PR only changes one algorithm file. To ease review, please open separate PRs for separate algorithms.
  • All new Python files are placed inside an existing directory.
  • All filenames are in all lowercase characters with no spaces or dashes.
  • All functions and variable names follow Python naming conventions.
  • All function parameters and return values are annotated with Python type hints.
  • All functions have doctests that pass the automated testing.
  • All new algorithms include at least one URL that points to Wikipedia or another similar explanation.
  • If this pull request resolves one or more open issues then the description above includes the issue number(s) with a closing keyword: "Fixes #ISSUE-NUMBER".

@AmirLavasaniAmirLavasani changed the title Add MFCC feature extraction #9026Add MFCC feature extractionSep 12, 2023
@AmirLavasaniAmirLavasani changed the title Add MFCC feature extractionAdd MFCC Feature Extraction AlgorithmSep 12, 2023
@algorithms-keeperalgorithms-keeperBot added the tests are failing Do not merge until tests pass label Sep 12, 2023
@rohan472000

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Raised PR #9058.

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Co-authored-by: Christian Clauss <cclauss@me.com>
@algorithms-keeperalgorithms-keeperBot added require tests Tests [doctest/unittest/pytest] are required require type hints https://docs.python.org/3/library/typing.html labels Sep 17, 2023

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@algorithms-keeperalgorithms-keeperBot added the awaiting reviews This PR is ready to be reviewed label Sep 17, 2023

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* Remove types from docstring
* Rename dct
* Add mfcc docstring
* Add typing to several functions
@rohan472000rohan472000 mentioned this pull request Sep 23, 2023
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@rohan472000

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@cclauss kindly open this PR as due to my mistake I mentioned it in FIX_ISSUES of #9078

@cclausscclauss reopened this Sep 23, 2023

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Comment threadmachine_learning/mfcc.py
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@cclauss kindly review it.

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@algorithms-keeperalgorithms-keeperBot added awaiting changes A maintainer has requested changes to this PR and removed awaiting reviews This PR is ready to be reviewed labels Sep 24, 2023

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return filters


def get_filter_points(

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Please provide return type hint for the function: get_filter_points. If the function does not return a value, please provide the type hint as:def function() -> None:

Comment threadmachine_learning/mfcc.py
@algorithms-keeperalgorithms-keeperBot added awaiting reviews This PR is ready to be reviewed and removed awaiting changes A maintainer has requested changes to this PR tests are failing Do not merge until tests pass labels Sep 24, 2023

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@algorithms-keeperalgorithms-keeperBot removed the require type hints https://docs.python.org/3/library/typing.html label Sep 24, 2023

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Comment threadmachine_learning/mfcc.py

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return basis


def example(wav_file_path: str = "./path-to-file/sample.wav") -> np.ndarray:

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As there is no test file in this pull request nor any test function or class in the file machine_learning/mfcc.py, please provide doctest for the function example

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cclauss enabled auto-merge (squash) September 24, 2023 21:05

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Let's do this!! Thanks for your contribution.

@cclauss
cclauss merged commit 211247e into TheAlgorithms:masterSep 24, 2023
@algorithms-keeperalgorithms-keeperBot removed the awaiting reviews This PR is ready to be reviewed label Sep 24, 2023
@AmirLavasani

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Let's do this!! Thanks for your contribution.

I really appreciate your valuable code reviews, @cclauss. It's been a pleasure collaborating with you.

@isidroasisidroas mentioned this pull request Jan 25, 2025
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Adding MFCC Audio Signal Feature Extraction Algorithm

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@AmirLavasani@rohan472000@cclauss@tianyizheng02