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librosa
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Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
machine-learning
deep-learning
sklearn
keras
recurrent-neural-networks
feature-extraction
neural-networks
support-vector-machine
mfcc
librosa
emotion-detection
gradient-boosting
emotion-recognition
kneighborsclassifier
random-forest-classifier
mlp-classifier
speech-emotion-recognition
emotion-recognizer
-
Updated
Mar 5, 2022 - Python
Understanding emotions from audio files using neural networks and multiple datasets.
audio
python
machine-learning
deep-neural-networks
deep-learning
tensorflow
keras
songs
speech
emotion
python3
datascience
song
librosa
keras-neural-networks
audio-processing
classification-report
livingstone
emotion-classification-ravdess
ravdess-dataset
disgust
-
Updated
Apr 6, 2022 - Python
Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)
scikit-learn
pandas
python3
pytorch
lstm
librosa
speech-emotion-recognition
multimodal-emotion-recognition
iemocap
-
Updated
Jul 4, 2021 - Jupyter Notebook
A Machine Learning Approach of Emotional Model
data-science
machine-learning
feature-selection
feature-extraction
music-information-retrieval
digital-signal-processing
librosa
feature-scaling
-
Updated
Feb 4, 2021 - Python
In this project is presented a simple method to train an MLP neural network for audio signals. The trained model can be exported on a Raspberry Pi (2 or superior suggested) to classify audio signal registered with USB microphone
raspberry-pi
machine-learning
tensorflow
audio-analysis
dataset
raspberry
librosa
tensorflow-models
multilayer-perceptron-network
audio-signals
sound-classification
-
Updated
Jun 1, 2021 - Python
Python framework for Speech and Music Detection using Keras.
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Updated
Feb 10, 2022 - Python
Music Synthesis with Python talk, originally given at PyGotham 2017.
python
music
conference
interactive
csound
audio-analysis
supercollider
talk
music-information-retrieval
synthesis
lecture
mir
librosa
pyo
music-synthesis
-
Updated
Nov 20, 2017 - Jupyter Notebook
Music genre classification model using CRNN
music
deep-neural-networks
deep-learning
keras
audio-analysis
music-information-retrieval
recurrent-networks
convolutional-networks
deeplearning
fma
librosa
music-analysis
music-classification
mel-spectrograms
-
Updated
Sep 27, 2018 - Python
Image Processing, Speech Processing, Encoder Decoder, Research Paper implementation
image-processing
face-detection
librosa
research-paper
speech-processing
keras-tensorflow
encoder-decoder
speech-to-face
face-normalization
-
Updated
Apr 19, 2020 - Jupyter Notebook
Music genre classification from audio spectrograms using deep learning
music
pytorch
spectrogram
convolutional-neural-networks
music-genre-classification
librosa
multi-class-classification
music-genre-detection
music-genre-recognition
-
Updated
Dec 8, 2019 - Python
Human Emotion Understanding using multimodal dataset.
python
machine-learning
deep-learning
tensorflow
keras
deeplearning
opensmile
librosa
audio-visual-speech-recognition
audio-visual
multimodal-emotion-recognition
audio-visualization
-
Updated
Jul 27, 2020 - Jupyter Notebook
基于PaddlePaddle实现的音频分类,博客地址:
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Updated
Dec 6, 2021 - Python
Sound Classification using Neural Networks
machine-learning
deep-learning
sound-processing
neural-networks
convolutional-neural-networks
urban-sound-classification
librosa
cnn-keras
sound-classification
-
Updated
Feb 1, 2022 - Jupyter Notebook
Artificial intelligence bot for live voice improvisation
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Updated
May 22, 2019 - Python
Classifying English Music (.mp3) files using Music Information Retrieval (MIR), Digital/Audio Signal Processing (DIP) and Machine Learning (ML) Strategies
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Updated
May 7, 2017 - HTML
Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.
python
machine-learning
natural-language-processing
ai
deep-learning
neural-network
keras
jupyter-notebook
ml
python3
pytorch
lstm
speech-recognition
supervised-learning
rnn
convolutional-neural-networks
librosa
emotion-recognition
colab-notebook
artifical-intelligence
-
Updated
Jan 22, 2022 - Jupyter Notebook
(monophonic) audio to midi converter using Python and librosa
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Updated
Jan 18, 2021 - Python
Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.
keras
cross-validation
pytorch
librosa
data-augmentation
cnn-model
environmental-sounds
sound-classification
urbansound8k
spectrograms
-
Updated
Apr 25, 2021 - Jupyter Notebook
Scene Classification using Audio in the nearby Environment.
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Updated
Sep 4, 2019 - Jupyter Notebook
Methods to compute various chroma audio features and audio similarity measures particularly for the task of cover song identification
music-information-retrieval
chroma
librosa
audio-processing
essentia
cover-song-detection
cover-song-identification
audio-similarity-measures
-
Updated
Feb 7, 2020 - Jupyter Notebook
Automatically sync, mix, and draw virtual choir videos from raw tracks of individual recordings. You may need some singing skills but you don't need video editing skills or additional software.
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Updated
Jul 13, 2021 - Python
Digital Signal Processing mini project: Autotune
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Updated
Oct 24, 2017 - Python
A program that uses neural networks to detect emotions from pre-recorded and real-time speech
python
deep-learning
tensorflow
keras
neural-networks
panda
librosa
speech-processing
emotion-recognition
-
Updated
Jun 9, 2021 - Python
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