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word-error-rate

Here are 25 public repositories matching this topic...

jitsi / jiwer

Evaluate your speech-to-text system with similarity measures such as word error rate (WER)

python3 automatic-speech-recognition speech-to-text evaluation-metrics wer word-error-rate

Updated Nov 1, 2024
Python

revdotcom / fstalign

An efficient OpenFST-based tool for calculating WER and aligning two transcript sequences.

speech-recognition alignment fst asr-benchmark word-error-rate

Updated Oct 31, 2024
C++

hyeonsangjeon / computing-Korean-STT-error-rates

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

Updated Aug 25, 2023
Python

symblai / speech-recognition-evaluation

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

Updated Dec 28, 2021
JavaScript

0ximalice / python-word-error-rate

Calculates the word error rate of two strings, and the result is written into beautify HTML.

python html levenshtein-distance wer word-error-rate

Updated Mar 19, 2020
Python

bbookman / Google-Speech-to-Text-API-Word-Error-Rate-Analysis-Tool

Takes audio and reference transcriptions in bulk and generates WER

nlp google-cloud apis speech-to-text asr word-error-rate google-speech-to-text

Updated Aug 9, 2021
Python

analyticsinmotion / werpy

🐍📦 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

Updated Aug 12, 2024
Python

voicegain / transcription-compare

Python tools to compare output transcript to reference

tools speech-to-text word-error-rate

Updated Jul 14, 2021
Python

jumon / pywer

A simple Python package to calculate word error rate (WER).

speech-recognition speech-to-text wer word-error-rate

Updated Feb 7, 2021
Python

erl-ang / interactive-ocr

Implementation of a couple of heuristics that estimate OCR quality without reliance on ground truth data, focusing on historical documents written in English.

nlp tesseract-ocr optical-character-recognition ground-truth word-error-rate ocr-quality

Updated Jun 2, 2023
Python

motazsaad / sphinx-eval

CMU sphinx evaluation scripts

cmu-sphinx word-error-rate

Updated Jul 8, 2019
Shell

gopiashokan / Voice-AI-Automatic-Speech-Recognition

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.

Updated Jan 29, 2024
Jupyter Notebook

codycollier / wer

A word error rate util for golang

speech-recognition speech-to-text asr word-error-rate

Updated Nov 14, 2020
Go

ins8ai / wer

Word Error Rate computation using components from huggingface-evaluate and openai-whisper projects

natural-language-processing speech-to-text wer word-error-rate

Updated Jan 9, 2024
Python

dangkhoadl / WER-in-cpp

Calculates the word error rate between the reference and hypothesis in ASR, then print the aligned result.

speech-recognition speech-to-text asr wer word-error-rate

Updated Jun 24, 2024
C++

Joll59 / d-ser-t

d-ser-t quantifies speech recognition accuracy of the MSFT speech service and/or user created MSFT custom speech service models.

speech-to-text word-error-rate sentence-error-rate

Updated Jan 4, 2023
TypeScript

adamelkholyy / whisper-yt

Toolkit for using Whisper to transcribe YouTube videos. Includes Whisper transcription of YouTube videos, conversion of YouTube video into HuggingFace dataset (using audio and subtitles) and evaluation of Whisper transcription against YouTube subtitles

youtube transcription whisper asr word-error-rate diarization huggingface-datasets pyannote

Updated Oct 21, 2024
Python

mcvladthegoat / speech-metricon

Small utility which helps to get most important metrics for STT

metrics speech-to-text stt word-error-rate

Updated Feb 8, 2019
C#

rossarmstrong / word-error-rate-calculator-pyscript

Evaluating the werpy Python package for UI development by testing it within PyScript for seamless integration and user interface exploration

wer word-error-rate pyscript werpy wer-calculator word-error-rate-calculator

Updated Dec 8, 2023
HTML

rossarmstrong / word-error-rate-calculator-gradio

Exploring the functionality of the werpy Python package through testing within the Gradio tool for interactive user interface development.

gradio wer word-error-rate werpy wer-calculator

Updated Nov 29, 2023
Python

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