a-n-rose / Build-CNN-or-LSTM-or-CNNLSTM-with-speech-features
A set of scripts that extract speech features (so far MFCCs, FBANKs, STFT, and kinda dominant frequency) and trains CNN, LSTM, or CNN+LSTM models with those features.
☆50Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Build-CNN-or-LSTM-or-CNNLSTM-with-speech-features
- Some useful features of speech process, such as MFCC, gammatone filterbank, GFCC, spectrum(power spectrum and log-power spectrum), Amplit…☆122Updated 4 years ago
- ☆59Updated 4 years ago
- Human emotions are one of the strongest ways of communication. Even if a person doesn’t understand a language, he or she can very well u…☆24Updated 3 years ago
- ☆52Updated 6 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆58Updated 3 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆21Updated 2 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Updated 6 years ago
- Feature extraction of speech signal is the initial stage of any speech recognition system.☆91Updated 4 years ago
- It uses GMM to train a speaker identification model. The training and testing has been done on subset (34 speakers) from VoxForge data co…☆55Updated 5 years ago
- fast SpecAugmentation code with numpy and scipy☆30Updated 5 years ago
- Speech separation with utterance-level PIT experiments☆102Updated 6 years ago
- ICASSP2019 Tutorial: Detection and Classification of Acoustic Scenes and Events / Code examples☆41Updated 5 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆126Updated 2 years ago
- The state-of-art time domain network for speech separation, and it performs well on speech enhancement and music separation☆42Updated 5 years ago
- Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)☆72Updated 3 years ago
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 6 years ago
- A pytorch implementation of xvector embedding☆78Updated 4 years ago
- A PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"☆138Updated 5 years ago
- Ideal Ratio Mask (IRM) Estimation based Speech Enhancement using LSTM☆112Updated 4 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- openXBOW - the Passau Open-Source Crossmodal Bag-of-Words Toolkit☆81Updated 3 years ago
- Speech Enhancement based on DNN (Spectral-Mapping, TF-Masking), DNN-NMF, NMF☆176Updated 5 years ago
- End-To-End Speaker Verification based on X-vector and Neural PLDA - A PyTorch implementation☆23Updated 2 years ago
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Updated last year
- Repository of code for Speech emotion recognition using voiced speech and attention model, submitted to ICSigSys 2019☆13Updated 4 years ago
- Tensorflow implementation for Speech Enhancement (DDAE)☆46Updated 6 years ago
- ☆53Updated 4 years ago
- A speech dereverberation algorithm, also called wpe☆150Updated 5 years ago
- Pytorch implementation of "Generalized End-to-End Loss for Speaker Verification"☆101Updated 5 years ago