Classification of 11 types of audio clips using MFCCs features and LSTM. Pretrained on Speech Command Dataset with intensive data augmentation.
☆43Dec 14, 2022Updated 3 years ago
Alternatives and similar repositories for Speech-Commands-Classification-by-LSTM-PyTorch
Users that are interested in Speech-Commands-Classification-by-LSTM-PyTorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆21Mar 8, 2020Updated 6 years ago
- In this repository, I implement a system for detecting specific spoken words in speech signal. When reading a speech signal, I detect not…☆19Sep 27, 2021Updated 4 years ago
- Speech Commands Recognition using end-to-end deep learning models in pytorch☆28Oct 8, 2020Updated 5 years ago
- Keyword Spotting for detecting a word in an audio file☆17Jul 21, 2019Updated 6 years ago
- Speech command recognition with capsule network & various NNs / KWS on Google Speech Command Dataset.☆25Jan 28, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A CNN audio classifier via spectrogram images.☆10Jul 21, 2017Updated 8 years ago
- ☆10May 22, 2023Updated 3 years ago
- PyTorch implementations of neural network models for keyword spotting☆11Oct 19, 2020Updated 5 years ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆21Aug 2, 2024Updated last year
- Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge☆201Jan 19, 2024Updated 2 years ago
- 3D reconstruction of a scene from a sequence of RGB and depth images in Matlab☆14Feb 16, 2020Updated 6 years ago
- Speech Recognition for speakers with speech disorders due to diseases like Cerebral Palsy, Parkinson or Amyotrophic Lateral Sclerosis ALS…☆23Mar 26, 2017Updated 9 years ago
- VoiceCode is an Open Source initiative started by the National Research Council of Canada, to develop a programming by voice toolbox. The…☆10Apr 17, 2020Updated 6 years ago
- Classify the emotions from variable-length speech segments☆11Mar 29, 2018Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation of a standard synthetic speech detection approach via bob.bio.spear Python package☆16Mar 23, 2017Updated 9 years ago
- Signal processing and clustering of EEG signals☆11Sep 13, 2018Updated 7 years ago
- Google Speech Command Dataset Classification Neural Network, CNN, RNN☆26Aug 29, 2017Updated 8 years ago
- Keyword spotting for audio with attention (KWS model for audio)☆18Jul 15, 2021Updated 4 years ago
- Attention-based model for keywords spotting☆19Aug 9, 2021Updated 4 years ago
- ☆22Sep 3, 2018Updated 7 years ago
- Audio feature extraction and multi-classification with the ECS-10 data set☆21Jun 7, 2018Updated 7 years ago
- This repository provides a small Python wrapper for the Matlab tool SNR Eval provided by Labrosa: https://labrosa.ee.columbia.edu/project…☆12Jun 22, 2022Updated 3 years ago
- Some PyTorch code for the Kaggle Speech Recognition Challenge☆13Feb 7, 2019Updated 7 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A Python 2.7 implementation of Mel Frequency Cepstral Coefficients (MFCC) and Dynamic Time Warping (DTW) algorithms for Automated Speech …☆17Apr 23, 2018Updated 8 years ago
- A set of speech feature extraction functions for ASR and speaker identification written in matlab.☆43Oct 28, 2016Updated 9 years ago
- Mispronunciation detection code for jingju singing voice☆19Sep 5, 2018Updated 7 years ago
- my approach to the kaggle speech recognition challenge☆25May 11, 2018Updated 8 years ago
- Counts frequencies of words using movie and television subtitles.☆20Jan 26, 2015Updated 11 years ago
- Predicting Billboard's Year-End Hot 100 Songs using audio features from Spotify and lyrics from Musixmatch☆18Jul 14, 2024Updated last year
- This repository is developed in MATLAB. Speech Augmentation is based on Adaptive Filtering while Endpoint Detection is based on Voice Act…☆10Dec 7, 2020Updated 5 years ago
- A neural attention model for speech command recognition☆186Jul 12, 2025Updated 10 months ago
- CogBeacon is a multi-modal dataset designed to target the effects of cognitive fatigue in human performance. The dataset consists of 76 s…☆18Nov 26, 2019Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Using spectrograms and convolutional neural networks to listen to environment sounds.☆32Jul 23, 2021Updated 4 years ago
- Classifies percussion audio samples with a CNN-LSTM, written in python and pytorch. Also exports to Drumkv1 (lv2 plugin)☆14Aug 20, 2020Updated 5 years ago
- The model for the paper “Spatio-Temporal-Spectral Hierarchical Graph Convolutional Network With Semisupervised Active Learning for Patien…☆17May 30, 2021Updated 4 years ago
- Flask webapp/endpoint that compares the user's speech with different accents and assigns similarity scores based on speed, voice (DTW/MFC…☆18Jun 27, 2017Updated 8 years ago
- ☆22Jul 28, 2018Updated 7 years ago
- Composing General Audio Representation by Fusing Multilayer Features of a Pre-trained Model☆26Apr 26, 2023Updated 3 years ago
- Machine learning experiment to perform gender classification from raw audio.☆23Sep 1, 2018Updated 7 years ago