Final project for the Speaker Recognition course on Udemy, 机器之心, 深蓝学院 and 语音之家
-
Updated
May 7, 2024 - Python
Final project for the Speaker Recognition course on Udemy, 机器之心, 深蓝学院 and 语音之家
Pytorch implementation of conformer with with training script for end-to-end speech recognition on the LibriSpeech dataset.
The SpeechBrain project aims to build a novel speech toolkit fully based on PyTorch. With SpeechBrain users can easily create speech processing systems, ranging from speech recognition (both HMM/DNN and end-to-end), speaker recognition, speech enhancement, speech separation, multi-microphone speech processing, and many others.
Scripts to generate the reverberant LibriCHiME-5 dataset.
Implementing automatic speech recognition Conformer in PyTorch on Librispeech-100
A simple CRDNN based ASR model for my own understanding of how ASR works and are trained. (Work in progress) If anyone finds any error or have any suggestion please do let me know.
Gender Classification of the speaker from LibriSpeech Dataset
Voice Activity Detection based on Deep Learning & TensorFlow
End-to-End Speech Recognition Using Tensorflow
A web-app/library for transcribing speech
End-to-End Speech Recognition using Neural Networks.
An end-to-end speech recognition engine similar to DeepSpeech2
End to End Automatic Speech Recognition on Librispeech: Pytorch implementation
Few-shot learning experiments mostly on speaker recognition.
Quartznet implementation on pytorch [https://arxiv.org/abs/1910.10261]
Baselines for the Zero-Resources Speech Challenge using VisuallyGrounded Models of Spoken Language, 2021 edition
Automatic speech recognition using neural networks
Implement a deep neural network that functions as part of an end-to-end automatic speech recognition (ASR) pipeline
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition
Replication of Jasper speech-to-text network using Intel optimized TensorFlow.
Add a description, image, and links to the librispeech topic page so that developers can more easily learn about it.
To associate your repository with the librispeech topic, visit your repo's landing page and select "manage topics."