NeelayS / speech_spike_signaturesView external linksLinks
Spiking neural networks (SNNs) for speech classification
☆12Mar 14, 2022Updated 3 years ago
Alternatives and similar repositories for speech_spike_signatures
Users that are interested in speech_spike_signatures are comparing it to the libraries listed below
Sorting:
- ☆13Oct 1, 2020Updated 5 years ago
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆20Sep 30, 2021Updated 4 years ago
- Code for "Error-driven Fixed-Budget ASR Personalization for Accented Speakers" in ICASSP 2021☆11Jun 13, 2021Updated 4 years ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Nov 24, 2019Updated 6 years ago
- Learning with spiking neural networks using STDP synapses. Python, PyNN, NEST-simulator, numpy☆10Aug 25, 2020Updated 5 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Nov 20, 2020Updated 5 years ago
- Encoders for turning real-valued data into spike trains.☆12Feb 5, 2021Updated 5 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆33Dec 28, 2023Updated 2 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆28Aug 7, 2019Updated 6 years ago
- Code used in the paper “Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks”☆14Jun 19, 2023Updated 2 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 2021Updated 4 years ago
- Spiking 🧠 and artificial 🤖 RNN solutions to Speech Commands Dataset 🗣️ in TensorFlow☆13Feb 3, 2021Updated 5 years ago
- Pytorch-Kaldi implementation of SNN-based ASR systems☆18Feb 1, 2020Updated 6 years ago
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Nov 5, 2019Updated 6 years ago
- [Python 3.6, Tensorflow v1] Spiking Neural Network Lib☆13Oct 20, 2020Updated 5 years ago
- Code for the winning solution in the SE&R 2022 Challenge - SER track.☆16Mar 28, 2023Updated 2 years ago
- Code for spike coding networks☆16Jan 8, 2021Updated 5 years ago
- ☆19Mar 13, 2023Updated 2 years ago
- A Python-based modular toolbox for building Deep Neural Network models (using PyTorch) for statistical parametric speech synthesis☆23Dec 31, 2021Updated 4 years ago
- Finally, some decent sample sentences☆23Dec 3, 2023Updated 2 years ago
- Extended edit similarity measurement for high dimensional discrete-time series signal (e.g., multi-unit spike-train).☆23Feb 9, 2024Updated 2 years ago
- Quartznet implementation on pytorch [https://arxiv.org/abs/1910.10261]☆26Jul 16, 2021Updated 4 years ago
- LogicCircuit is a program that helps build/simulate simple circuits using logic gates. It is meant to teach people the basics of how logi…☆10Jan 22, 2025Updated last year
- PyTorch based toolkit for developing spiking neural networks (SNNs) by training and testing them on speech command recognition tasks☆30May 3, 2024Updated last year
- [Nature Machine Intelligence 2023] "Echo state graph neural networks with analogue random resistive memory arrays."☆25Feb 16, 2023Updated 3 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆64Dec 29, 2020Updated 5 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 4 years ago
- A Spiking Neural Network encoder for time series data☆22Sep 5, 2021Updated 4 years ago
- A Python tool for computing and plotting currents and voltages in passive crossbar arrays.☆31Aug 9, 2023Updated 2 years ago
- The package 'data-driven density estimation x' (dddex) turns any standard point forecasting model into an estimator of the underlying con…☆10Dec 1, 2025Updated 2 months ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆32Apr 22, 2024Updated last year
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆32Mar 28, 2022Updated 3 years ago
- Comprehensive quantitative comparison of lossless and lossy audio codecs☆39Feb 11, 2023Updated 3 years ago
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆276Nov 6, 2022Updated 3 years ago
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆12Nov 21, 2025Updated 2 months ago
- A minimal and interpretable Brian2 based DYNAP neuromorphic processor simulator for educational purposes.☆12Jun 23, 2022Updated 3 years ago
- Python crossplatform library for Mac/linux and widows os.Complete system command, send alert, notifications, set brightness, recording au…☆11Apr 25, 2025Updated 9 months ago
- An audio and transcribed corpus of contemporary Hong Kong Cantonese☆40Dec 30, 2020Updated 5 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆37Nov 8, 2021Updated 4 years ago