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common-voice

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ASR-project / Multilingual-PR

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Phoneme Recognition using pre-trained models Wav2vec2, HuBERT and WavLM. Throughout this project, we compared specifically three different self-supervised models, Wav2vec (2019, 2020), HuBERT (2021) and WavLM (2022) pretrained on a corpus of English speech that we will use in various ways to perform phoneme recognition for different languages wi…

deep-learning speech-recognition speech-processing asr common-voice self-supervised-learning huggingface wandb huggingface-transformers phone-recognition
  • Updated May 9, 2022
  • Python

jim-schwoebel / sound_event_detection

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🎵 A repository for manually annotating files to create labeled acoustic datasets for machine learning.

machine-learning acoustic-fingerprinting object-detection event-detection acoustics object-detection-pipelines audioset acoustic-model sound-event-detection acoustic-features object-detection-label common-voice common-voice-tool voice-computing object-detection-accuracy voicebook surveylex neurolex
  • Updated Feb 20, 2022
  • Python

joybratasarkar / Text-to-speech-Wav2vec-pretained

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A fine-tuned Wav2Vec2-based Automatic Speech Recognition (ASR) system with data augmentation, efficient training, and transcription capabilities. Supports local and Mozilla Common Voice datasets, with evaluation via Word Error Rate (WER). 🚀

nlp machine-learning deep-learning transformers pytorch speech-recognition automatic-speech-recognition speech-to-text audio-processing asr fine-tuning common-voice huggingface wav2vec2-large-960h wer-evaluation pretained
  • Updated Jan 31, 2025
  • Python

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