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kosrKorean speech recognition based on transformer (트랜스포머 기반 한국어 음성 인식)
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WenetProduction First and Production Ready End-to-End Speech Recognition Toolkit
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Athenaan open-source implementation of sequence-to-sequence based speech processing engine
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SockeyeSequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
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Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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Transformer-TransducerPyTorch implementation of "Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss" (ICASSP 2020)
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OpenasrA pytorch based end2end speech recognition system.
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DeltaDELTA is a deep learning based natural language and speech processing platform.
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lightning-asrModular and extensible speech recognition library leveraging pytorch-lightning and hydra.
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E2e AsrPyTorch Implementations for End-to-End Automatic Speech Recognition
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EspressoEspresso: A Fast End-to-End Neural Speech Recognition Toolkit
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LingvoLingvo
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NmtpytorchSequence-to-Sequence Framework in PyTorch
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transformerNeutron: A pytorch based implementation of Transformer and its variants.
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transformerA PyTorch Implementation of "Attention Is All You Need"
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Rnn TransducerMXNet implementation of RNN Transducer (Graves 2012): Sequence Transduction with Recurrent Neural Networks
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TransformerA TensorFlow Implementation of the Transformer: Attention Is All You Need
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DabData Augmentation by Backtranslation (DAB) ヽ( •_-)ᕗ
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opensource-voice-toolsA repo listing known open source voice tools, ordered by where they sit in the voice stack
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transformerA simple TensorFlow implementation of the Transformer
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JoeynmtMinimalist NMT for educational purposes
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Nmt KerasNeural Machine Translation with Keras
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attention-is-all-you-need-paperImplementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.
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Pytorch Original TransformerMy implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.
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avsr-tf1Audio-Visual Speech Recognition using Sequence to Sequence Models
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deep-molecular-optimizationMolecular optimization by capturing chemist’s intuition using the Seq2Seq with attention and the Transformer
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WitwickyWitwicky: An implementation of Transformer in PyTorch.
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PaddlenlpNLP Core Library and Model Zoo based on PaddlePaddle 2.0
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wav2letterFacebook AI Research's Automatic Speech Recognition Toolkit
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SOLQ"SOLQ: Segmenting Objects by Learning Queries", SOLQ is an end-to-end instance segmentation framework with Transformer.
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Wav2letterFacebook AI Research's Automatic Speech Recognition Toolkit
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Speech-RecognitionEnd-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
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EspnetEnd-to-End Speech Processing Toolkit
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Tacotron PytorchA Pytorch Implementation of Tacotron: End-to-end Text-to-speech Deep-Learning Model
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leopardOn-device speech-to-text engine powered by deep learning
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Listen Attend SpellA PyTorch implementation of Listen, Attend and Spell (LAS), an End-to-End ASR framework.
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megsA merged version of multiple open-source German speech datasets.
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