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XLS-R-english-phoneme – AI Model by speech31 | AlphaNeural AI
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speech31
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XLS-R-english-phoneme
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transformers
pytorch
wav2vec2
automatic-speech-recognition
endpoints_compatible
us
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Model Details
Model Description
Developed by:
Eunjung Yeo
Model type:
phone recognizer
Language(s) (SLP):
English
Finetuned from model:
XLS-R-300m
Direct Use
Phone recognition
Downstream Use [optional]
Analysis of phonetic transcriptions
L2 Pronunciation Assessment (Mispronunciation Detection and Diagnosis)
Mispronunciation Assessment for pathological speech
How to Get Started with the Model
from transformers import AutoProcessor, AutoModelForCTC
processor = AutoProcessor.from_pretrained("speech31/XLS-R-english-phoneme") model = AutoModelForCTC.from_pretrained("speech31/XLS-R-english-phoneme")
Training Details
Training Data
This model is fine-tuned on the TIMIT dataset. (Can be downloaded from
https://catalog.ldc.upenn.edu/LDC93s1
)
Preprocessing
The dataset was preprocessed using Epitran for transliterating text into IPA.
