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google/uis-rnnArchived

0
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1,589 stars·318 forks·Python·Apache-2.0·12 viewsarxiv.org/abs/1810.04719↗

Uis Rnn

This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.

Features

  • Clustering Algorithms - Supervised unbounded interleaved-state recurrent neural network clustering.
  • Natural Language Processing - Algorithm for fully supervised speaker diarization.
  • Speech and Audio - Algorithm for speaker diarization in noisy environments.
  • Speech and Audio Processing - Algorithm for unbounded interleaved-state recurrent neural networks.
  • Evaluation And Metrics - Matches sequence accuracies using the Hungarian algorithm.

Star history

Star history chart for google/uis-rnnStar history chart for google/uis-rnn

How this analysis was created: This summary and feature list were written by an AI model that read the project's README and public documentation pages. Each feature links to the documentation it came from; stars, license and language come straight from the GitHub API. The model does not read the source code, and the analysis is refreshed when the project is re-analysed. Learn more on our About page.

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Frequently asked questions

What does google/uis-rnn do?

This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.

What are the main features of google/uis-rnn?

The main features of google/uis-rnn are: Clustering Algorithms, Natural Language Processing, Speech and Audio, Speech and Audio Processing, Evaluation And Metrics.

What are some open-source alternatives to google/uis-rnn?

Open-source alternatives to google/uis-rnn include: mozilla/tts — This project is a comprehensive suite for neural speech synthesis, featuring a deep learning text-to-speech engine, a… freewym/espresso. awni/speech. mindslab-ai/voicefilter — Unofficial PyTorch implementation of Google AI's VoiceFilter system. facebookresearch/loop. mravanelli/pytorch-kaldi — pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is…

Open-source alternatives to Uis Rnn

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