You can deploy this model and start earning money today!

adrirflorez-igutierrez-pguerrero/
speechbrain-asr-2epochs

Name: speechbrain-asr-2epochs
Availability: InStock

speechbrain

automatic-speech-recognition

Views

No views yet

SpeechBrain ASR, Mini-LibriSpeech, 2 epochs

This repository contains compact checkpoint artifacts for a SpeechBrain CRDNN ASR model trained in the Speech Technologies Lab 2 project.

Training setup

Base recipe: SpeechBrain CRDNN + RNNLM LibriSpeech ASR recipe.
Training data: Mini-LibriSpeech setup used in the assignment.
Tokenization: 1000-token unigram SentencePiece tokenizer.
Local test result: WER 7.12%, CER 3.91%.
Loaded epoch for evaluation: 1.
WER on five custom recordings: 45.3%.

Uploaded artifacts

The upload intentionally excludes optimizer checkpoints and duplicate historical checkpoint folders to keep the repository compact. The usable model checkpoint is stored under save/CKPT+latest/ together with the normalizer and small SpeechBrain checkpoint metadata files.

Original code repository: https://github.com/adrirflorez-igutierrez-pguerrero/speechbrain-asr

adrirflorez-igutierrez-pguerrero/speechbrain-asr-2epochs

SpeechBrain ASR, Mini-LibriSpeech, 2 epochs

Training setup

Uploaded artifacts

adrirflorez-igutierrez-pguerrero/
speechbrain-asr-2epochs