3b7bac94f7
create new package spectogram
2025-01-06 21:43:54 +05:30
6795878bab
Merge pull request #7 from joelmathewthomas/refactor/code-cleanup
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Code refactoring
2024-12-28 00:37:30 +05:30
8078d4ebd3
code cleanup
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removed unused parameter from demucs_wrapper
2024-12-27 19:01:24 +00:00
fba8fb9b80
Merge pull request #6 from joelmathewthomas/bugfix/demucs
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Bugfix/demucs
2024-12-26 22:20:39 +05:30
6529572f4c
fix package initializations
2024-12-26 22:18:34 +05:30
7f4883514d
change sampling rate for demucs to 44.1Khz
2024-12-26 22:17:40 +05:30
9d80012cc9
Merge pull request #5 from joelmathewthomas/feature/separation-demucs
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Add Demucs Wrapper and Preprocessing Enhancements with Tests
2024-12-26 20:59:52 +05:30
a7176a4476
added test for resample module
2024-12-26 20:58:51 +05:30
826af263b3
added tests for demucs-wrapper.py, update deps
2024-12-26 20:46:37 +05:30
a4b0955074
update dependencies
2024-12-26 19:49:21 +05:30
cfd30185bd
add resample module in preprocessing package, refactor demucs_wrapper.py
2024-12-26 19:47:24 +05:30
96b4468138
using librosa to load the audio file
2024-12-26 16:50:29 +05:30
d0f6c8c77a
disable cuda for classify.py
2024-12-26 16:30:19 +05:30
1c71419537
use demucs with subprocess to separate music into bass, drums, vocals and other
2024-12-26 16:03:36 +05:30
e7c750483e
create separation package
2024-12-26 13:19:08 +05:30
53538230c4
Merge pull request #4 from joelmathewthomas/feature/preprocessing-classify
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Implement audio classification using YAMNet in preprocessing pipeline
2024-12-26 01:11:11 +05:30
24ff8195fc
Remove unnecessary file from samples/
2024-12-26 01:08:52 +05:30
dc81f36d74
Add test case for classify_audio function
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- Implemented test case to verify audio classification with YAMNet
- Used 'cafe_crowd_talk.wav' as test file, expecting 'Speech' as the output class
2024-12-26 01:02:10 +05:30
e4abb070db
Implement audio classification function using YAMNet
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- Create a function to load audio, resample, and classify using YAMNet
- Ensure compatibility with different audio formats and sample rates
- Normalize audio and classify it into one of 600 categories
2024-12-26 00:58:53 +05:30
cbebf7bd93
Remove unnecessary libraries and replace with librosa
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- Removed unused imports for and
- Replaced resampling with for waveform handling
2024-12-26 00:49:10 +05:30
1ddbbadfc8
Integrate YAMNet for audio classification
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- Added sample audio files: cafe_crowd_talk.wav, miaow_16k.wav, and speech_whistling2.wav
- Implemented YAMNet-based audio classification in classify.py
- Updated requirements.txt to include TensorFlow and dependencies for YAMNet
2024-12-26 00:41:23 +05:30
7fbc8ab651
update dependencies
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add tensorflow and tensorflow-hub via pip
2024-12-25 23:43:54 +05:30
52e60e8011
set local python version
2024-12-25 23:35:49 +05:30
9de680e2b0
Merge pull request #3 from joelmathewthomas/update-readme
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Update README.md
2024-12-25 23:29:12 +05:30
a68362721b
Update README.md
2024-12-25 23:28:25 +05:30
05a17bf64b
Merge pull request #2 from joelmathewthomas/feature/input-and-preprocessing
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Input & Preprocessing Stage: Implement Audio File Reading and Format Validation
2024-12-24 21:38:31 +05:30
0ff6a12829
Implement audio normalization and trimming functions
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- Normalize audio to the range [-1, 1]
- Trim silence from audio
- Add test cases for both functions
2024-12-24 20:59:41 +05:30
341d7fa11c
add preprocessing dir, add logging for module imports
2024-12-24 20:41:38 +05:30
c1e724f6c5
ignore vscode config
2024-12-24 18:58:10 +05:30
919a798437
Initial setup: added src structure, input functionality, tests, and updated .gitignore
2024-12-24 17:52:27 +05:30
17f929e504
Setup input package with initial files
2024-12-24 17:07:43 +05:30
41a50ffcbe
add requirements.txt
2024-12-24 16:40:11 +05:30
f9356ebb4e
add src dir
2024-12-24 16:33:27 +05:30
fbffd706aa
initial commit
2024-12-24 16:32:13 +05:30
bec5d5d994
Initial commit
2024-12-21 19:33:34 +05:30
Joel Mathew Thomas