Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.
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Jun 27, 2022
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wer
Here are 23 public repositories matching this topic...
Evaluate your speech-to-text system with similarity measures such as word error rate (WER)
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Nov 1, 2024 - Python
Python code for various NLP metrics
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Oct 17, 2019 - Jupyter Notebook
STT 한글 문장 인식기 출력 스크립트의 외자 오류율(CER), 단어 오류율(WER)을 계산하는 Python 함수 패키지
aws amazon test speech-recognition korean speech-to-text evaluation-functions evaluation-metrics normalization cer transcribe evaluate speech-analysis wer word-error-rate text-evaluation text-digitisation character-error-rate computing-error-rates
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Aug 25, 2023 - Python
Evaluate results from ASR/Speech-to-Text quickly
diff statistics evaluation comparison speech-recognition accuracy words speech-to-text stt difference asr mismatches wer word-error-rate transcriptions punctuations insertions
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Dec 28, 2021 - JavaScript
Calculates the word error rate of two strings, and the result is written into beautify HTML.
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Mar 19, 2020 - Python
Machine Translation (MT) Evaluation Scripts
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May 19, 2024 - Python
🐍📦 Rapidly calculate and analyze the Word Error Rate (WER) with this powerful yet lightweight Python package.
python nlp metrics pandas levenshtein-distance automatic-speech-recognition speech-to-text stt asr python-package wer word-error-rate stt-benchmark asr-evaluation
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Aug 12, 2024 - Python
A simple Python package to calculate word error rate (WER).
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Feb 7, 2021 - Python
This repo shows how to finetune the wav2vec2.0 model along with its prerequisites.
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May 12, 2024 - Jupyter Notebook
Developed a Marathi speech-to-text application using the Hugging Face whisper ASR models. Trained the model with a custom audio dataset and fine-tuned it for optimized performance. Deployed the model on the Hugging Face Model Hub, achieving a WER of 0.74 for the base model.
python ai voice pytorch artificial-intelligence voice-recognition speech-recognition openai automatic-speech-recognition speech-to-text whisper marathi asr voice-assistant wer word-error-rate huggingface marathi-language trasnformers gopiashokan
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Jan 29, 2024 - Jupyter Notebook
Calculates the word error rate between the reference and hypothesis in ASR, then print the aligned result.
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Jun 24, 2024 - C
Word Error Rate computation using components from huggingface-evaluate and openai-whisper projects
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Jan 9, 2024 - Python
Custom plugin for windows error reporting
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Feb 27, 2021 - C
Exploring the functionality of the werpy Python package through testing within the Gradio tool for interactive user interface development.
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Nov 29, 2023 - Python
Evaluating the werpy Python package for UI development by testing it within PyScript for seamless integration and user interface exploration
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Dec 8, 2023 - HTML
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