zcaceres / spec_augment
π¦ A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition
β489Updated 3 years ago
Related projects: β
- A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brainβ639Updated 2 years ago
- Problem Agnostic Speech Encoderβ439Updated last year
- A library for speech data augmentation in time-domainβ635Updated 3 years ago
- End-to-end ASR/LM implementation with PyTorchβ592Updated 3 years ago
- A PyTorch implementation of Listen, Attend and Spell (LAS), an End-to-End ASR framework.β200Updated 5 years ago
- β460Updated 2 months ago
- β221Updated 4 years ago
- An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.β346Updated 2 years ago
- A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.β768Updated last year
- Speech Enhancement Generative Adversarial Network in PyTorchβ376Updated last year
- Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.β924Updated 2 weeks ago
- [InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei β¦β208Updated last year
- An STFT/iSTFT for PyTorch.β342Updated 10 months ago
- Python functions for reading kaldi data formats. Useful for rapid prototyping with python.β376Updated last year
- Deep speaker embeddings in PyTorch, including x-vectors. Code used in this work: https://arxiv.org/abs/2007.16196β303Updated 3 years ago
- UrbanSound classification using Convolutional Recurrent Networks in PyTorchβ380Updated 3 years ago
- A pure python module for reading and writing kaldi ark filesβ248Updated last year
- End-to-End Automatic Speech Recognition on PyTorchβ292Updated 2 years ago
- A Pytorch Implementation of Transducer Model for End-to-End Speech Recognitionβ231Updated 4 years ago
- PyTorch implementation of "Generalized End-to-End Loss for Speaker Verification" by Wan, Li et al.β576Updated 2 years ago
- Time delay neural network (TDNN) implementation in Pytorch using unfold methodβ197Updated 4 years ago
- SincNet is a neural architecture for efficiently processing raw audio samples.β1,124Updated 3 years ago
- A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutaβ¦β667Updated last year
- End-to-End Neural Diarizationβ367Updated 3 years ago
- Towards hot directions in industrial end to end speech recognitionβ324Updated 2 years ago
- A Survey on Neural Speech Synthesis https://arxiv.org/pdf/2106.15561.pdfβ359Updated 2 years ago
- Pytorch port of Google Research's VGGish model used for extracting audio features.β375Updated 2 years ago
- Audio transformations library for PyTorchβ221Updated 2 years ago
- Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.β497Updated 2 years ago
- Utterance-level Aggregation For Speaker Recognition In The Wildβ362Updated last year