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Search results for pytorch asr
asr
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pytorch
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75 search results found
Espnet
⭐
7,563
End-to-End Speech Processing Toolkit
Speechbrain
⭐
7,166
A PyTorch-based Speech Toolkit
Silero Models
⭐
4,088
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
Wenet
⭐
3,694
Production First and Production Ready End-to-End Speech Recognition Toolkit
Pytorch Kaldi
⭐
2,138
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
Whisper Timestamped
⭐
1,217
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
Espresso
⭐
930
Espresso: A Fast End-to-End Neural Speech Recognition Toolkit
Conformer
⭐
809
[Unofficial] PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
Sincnet
⭐
764
SincNet is a neural architecture for efficiently processing raw audio samples.
Speech Transformer
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714
A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.
Libreasr
⭐
647
💬 An On-Premises, Streaming Speech Recognition System
Kospeech
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572
Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition leveraging PyTorch and Hydra.
Whisper Finetune
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502
Fine-tune the Whisper speech recognition model to support training without timestamp data, training with timestamp data, and training without speech data. Accelerate inference and support Web deployment, Windows desktop deployment, and Android deployment
Neural_sp
⭐
466
End-to-end ASR/LM implementation with PyTorch
Masr
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462
Pytorch实现的流式与非流式的自动语音识别框架,同时兼容在线和离线识别,目前支持Conforme
Nmtpytorch
⭐
395
Sequence-to-Sequence Framework in PyTorch
Sherpa
⭐
374
Speech-to-text server framework with next-gen Kaldi
End2end Asr Pytorch
⭐
239
End-to-End Automatic Speech Recognition on PyTorch
Pychain
⭐
180
PyTorch implementation of LF-MMI for End-to-end ASR
End To End Slu
⭐
175
PyTorch code for end-to-end spoken language understanding (SLU) with ASR-based transfer learning
Hero
⭐
125
Research code for EMNLP 2020 paper "HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training"
Pytorch Asr
⭐
100
ASR with PyTorch
Listen Attend Spell
⭐
98
A PyTorch implementation of Listen, Attend and Spell (LAS), an End-to-End ASR framework.
Whisper Auto Transcribe
⭐
91
Auto transcribe tool based on whisper
Mongolian Speech Recognition
⭐
86
Mongolian speech recognition with PyTorch
Pytorch Edit Distance
⭐
85
Levenshtein edit-distance on PyTorch and CUDA
E2e Asr
⭐
79
PyTorch Implementations for End-to-End Automatic Speech Recognition
Zerospeech Tts Without T
⭐
79
A Pytorch implementation for the ZeroSpeech 2019 challenge.
Asr Wav2vec Finetune
⭐
76
⚡ Finetune Wa2vec 2.0 For Speech Recognition
Wav2letter
⭐
70
Speech Recognition model based off of FAIR research paper built using Pytorch.
Tdnn
⭐
70
Time delay neural network (TDNN) implementation in Pytorch using unfold method
Vakyansh Wav2vec2 Experimentation
⭐
67
Repository containing experimentation platform on how to train, infer on wav2vec2 models.
Squeezeformer
⭐
60
PyTorch implementation of "Squeezeformer: An Efficient Transformer for Automatic Speech Recognition" (NeurIPS 2022)
Transfusion Asr
⭐
59
Transcribing Speech with Multinomial Diffusion, training code and models.
Cross Accent Maml Asr
⭐
42
Meta-learning model agnostic (MAML) implementation for cross-accented ASR
Open_stt_e2e
⭐
39
PyTorch end-to-end speech recognition
Cif Pytorch
⭐
36
[ICASSP 2020] CIF: Continuous Integrate-and-Fire for End-to-End Speech Recognition (A PyTorch implementation of Continuous Integrate-and-Fire mechanism).
Las Pytorch
⭐
32
Listen, Attend and spell model for E2E ASR. Implementation in Pytorch
Miniasr
⭐
31
A mini, simple, and fast end-to-end automatic speech recognition toolkit.
Openasr
⭐
29
A pytorch based end2end speech recognition system.
End2end
⭐
28
Losses and decoders for end-to-end ASR and OCR
Speech Transformer
⭐
28
Transformer framework speciaized in speech recognition tasks using Pytorch.
E2e Kws
⭐
28
End-to-End Keyword Spotting (E2E-KWS) using a character level LSTM
Pytorch_mlp_for_asr
⭐
27
This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.
Voice100
⭐
22
Voice100 includes neural TTS/ASR models. Inference of Voice100 is low cost as its models are tiny and only depend on CNN without autoregression.
Meta Transfer Learning
⭐
22
Implementation of meta-transfer-learning (ACL 2020)
Jasper
⭐
20
PyTorch implementation of "Jasper: An End-to-End Convolutional Neural Acoustic Model" (INTERSPEECH 2019)
Convasr
⭐
19
Baseline convolutional ASR system in PyTorch
Kosr
⭐
18
Korean speech recognition based on transformer (트랜스포머 기반 한국어 음성 인식)
Listen Attend Spell V2
⭐
17
PyTorch implementation of Listen Attend and Spell Automatic Speech Recognition (ASR).
G2p_seq2seq_pytorch
⭐
16
Grapheme to phoneme model for PyTorch
End To End Mandarin Asr
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15
End-to-end speech recognition on AISHELL dataset.
Wave2vec Recognize Docker
⭐
15
Wave2vec 2.0 Recognize pipeline
Torchain
⭐
15
WIP: pytorch FFI wrapper for Kaldi chain loss (a.k.a. Lattice Free MMI)
Torch Asg
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15
Auto Segmentation Criterion (ASG) implemented in pytorch
Whisper Finetune
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13
Fine-tune and evaluate Whisper models for Automatic Speech Recognition (ASR) on custom datasets or datasets from huggingface.
Wav2vec2 Live Japanese Translator
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13
real time japanese speech recognition translator using wav2vec2
Quartznet Asr
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13
Uyghur Asr Ctc
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11
Speech Recognition for Uyghur using deep learning
End To End Speech Recognition Models
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11
PyTorch implementation of automatic speech recognition models.
Etos Keywordspotting
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10
PyTorch implementations of neural network models for keyword spotting
Pytorch End To End Asr On Timit
⭐
8
Attention-based end-to-end ASR on TIMIT in PyTorch
Speech_recognition_tools
⭐
8
Deepspeech Pytorch
⭐
8
Pytorch implementation for DeepSpeech 2.0
Kaggle Ai
⭐
8
Categorize AI problems and record through kaggle, Google's data science website
Quartznet Pytorch
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7
Quartznet implementation on pytorch [https://arxiv.org/abs/1910.10261]
Pychain
⭐
7
PyTorch implementation of LF-MMI for End-to-end ASR
Bilatticernn Confidence
⭐
7
Confidence Estimation for Black Box Automatic Speech Recognition Systems Using Lattice Recurrent Neural Networks https://arxiv.org/abs/1910.11933 or https://ieeexplore.ieee.org/document/9053264
Pychain Old
⭐
7
PyTorch implementation of LF-MMI for End-to-end ASR
Ce Optimizedloss
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7
Computes the MWER (minimum WER) Loss with beam search and negative sampling strategy.
Fighting41love Funnlp
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6
Acoustic_model
⭐
5
This is a sub-repository in building to create acoustic model in Mandarin speech recognition.
Pydrobert Speech
⭐
5
Speech processing with Python
Indicasr
⭐
5
Speeech Recognition for Indic languages.
Pytorch Kaldi Asr
⭐
5
This project aimming to provide a feature inference for kaldi that allows us to train the neural network with pytorch
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