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The Top 23 Deep Learning Speech Recognition Open Source Projects

Open source projects categorized as Deep Learning Speech Recognition
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Speech Recognition
Python Sound Tool ⭐ 23
SoundPy (alpha stage) is a research-based python package for speech and sound. Applications include deep-learning, filtering, speech-enhancement, audio augmentation, feature extraction and visualization, dataset and audio file conversion, and beyond.
total releases 1most recent commit 3 years ago
Speech_emotion_recognition ⭐ 23
In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifiers that uses machine learning algorithms has been used for decades in recognizing emotions from speech. However, in recent years, deep learning methods have taken the center stage and have gained popularity for their ability to perform well without any input hand-crafted features. Speech emotion on sets obtained from RAVDESS corpus is classified using a conven
most recent commit 4 months ago
Speech Emotion Recognition ⭐ 23
Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.
most recent commit 2 years ago
Mindaudio ⭐ 21
A toolbox of audio models and algorithms based on MindSpore
total releases 3most recent commit 6 months ago
Thunder Speech ⭐ 18
A Hackable speech recognition library.
total releases 19most recent commit a year ago
Speech Recognition ⭐ 18
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
most recent commit 6 years ago
Speechnet ⭐ 18
Automatic Speech Recognition
most recent commit 6 years ago
Automatic Speech Recognition For Speech Assessment Of Persian Preschool Children ⭐ 18
Preschool evaluation is crucial because it gives teachers and parents influential knowledge about children's growth and development. The COVID-19 pandemic has highlighted the necessity of online assessment for preschool children. One of the areas that should be tested is their ability to speak. Employing an Automatic Speech Recognition (ASR) system would not help since they are pre-trained on voices that differ from children's in terms of frequency and amplitude. Because most of these are pre-tr
most recent commit a year ago
Fast Seamlessm4t Onnx ⭐ 16
ONNX-compatible Fast SeamlessM4T—Massively Multilingual & Multimodal Machine Translation
most recent commit 8 months ago
Spoken Keyword Spotting ⭐ 16
In this repository, we explore using a hybrid system consisting of a Convolutional Neural Network and a Support Vector Machine for Keyword Spotting task.
most recent commit 3 years ago
Speech Recognition Learning Resources ⭐ 15
✅ A list of speech recognition learning resources including courses, books, tutorials, papers and toolkits.
most recent commit 5 months ago
Deep Speech ⭐ 15
Deep Learning for Speech Recogntion based on Theano
most recent commit 7 years ago
Tchatbot ⭐ 15
A ChatBot framework to create customizable all purpose Chatbots using NLP, Tensorflow, Speech Recognition
total releases 2most recent commit a year ago
Timit Preprocessor ⭐ 14
Extract mfcc vectors and phones from TIMIT dataset
most recent commit a year ago
Tf Speech Recognition ⭐ 13
Speech Recognition Using Tensorflow
most recent commit 7 years ago
Favorite Research Papers ⭐ 12
Listing my favorite research papers 📝 from different fields as I read them.
most recent commit 5 years ago
Gujarati_speech_recognition ⭐ 12
Offline speech recognition for Gujarati Language.
most recent commit a year ago
Sonosco ⭐ 12
Framework for Deep Speech Recognition
total releases 3most recent commit 3 years ago
Vosk Build Model ⭐ 11
How to create your own model for vosk
most recent commit 3 years ago
Kaggle Speech Recognition ⭐ 11
Solution for TensorFlow Speech Recognition Challenge on Kaggle (125th place, top 10%)
most recent commit 6 years ago
Deep Learning Sota ⭐ 11
State-of-the-art results for deep learning tasks in various fields.
most recent commit 4 years ago
Icrcyclegan Vc ⭐ 11
Non-parallel voice conversion called ICRCycleGAN-VC based on CycleGAN and Inception-resNet module by Afiuny
most recent commit 3 months ago
13.3 Hours Chinese Mandarin Synthesis Corpus Female Emotional ⭐ 11
Chinese Mandarin Synthesis Corpus-Female/Emotional
most recent commit 5 months ago
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