Multimedia Archives - Page 46 of 80

Eesen – End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding

Eesen is to simplify the existing complicated, expertise-intensive ASR pipeline into a straightforward sequence learning problem.

CMUSphinx (Sphinx) is a collective term to describe a group of speech recognition systems developed at Carnegie Mellon University.

Julius is a high-performance, two-pass large vocabulary continuous speech recognition (LVCSR) engine. It supports N-gram based dictation.

OpenSeq2Seq is a toolkit for distributed and mixed precision training of sequence-to-sequence models.

DeepSpeech is an open source Speech-To-Text engine, using a model trained by machine learning techniques.

deepspeech.pytorch is an implementation of DeepSpeech2 using Baidu Warp-CTC. It creates a network based on the DeepSpeech2 architecture.

ESPnet is an end-to-end speech processing toolkit, mainly focuses on end-to-end speech recognition and end-to-end text-to-speech.

Kaldi is a state-of-the-art speech recognition toolkit written in C++. It’s intended to be used mainly for acoustic modelling research.

SpeechBrain is an all-in-one conversational AI toolkit based on PyTorch. This is free and open source software written in Python.

Flashlight is a fast, flexible machine learning library written entirely in C++. It provides apps for research across multiple domains.