Deep Speech

GPTKB entity

Statements (77)
Predicate Object
gptkbp:instance_of gptkb:language
gptkb:studio
gptkbp:bfsLayer 3
gptkbp:bfsParent gptkb:mountain
gptkb:currency
gptkbp:aims_to convert speech to text
gptkbp:api gptkb:Library
gptkbp:architectural_style end-to-end neural network
gptkbp:based_on gptkb:Tensor_Flow_1.x
deep learning
Baum-Welch algorithm
gptkbp:community_support active community
gptkbp:developed_by gptkb:Mozilla
gptkbp:has gptkb:document
tutorials
user community
model checkpoints
active contributors
open-source code
gptkbp:has_programs customer service automation
transcription services
voice assistants
https://www.w3.org/2000/01/rdf-schema#label Deep Speech
gptkbp:input_output gptkb:book
gptkb:poet
gptkbp:is_available_on gptkb:Py_PI
gptkb:archive
gptkb:NPM
gptkbp:is_compatible_with gptkb:lake
gptkb:fortification
gptkb:Graphics_Processing_Unit
gptkbp:is_evaluated_by academic papers
benchmarks
Word Error Rate (WER)
gptkbp:is_integrated_with various applications
gptkbp:is_open_source gptkb:theorem
gptkbp:is_part_of gptkb:Mozilla's_Common_Voice_project
Mozilla's AI initiatives
gptkbp:is_promoted_by gptkb:Mozilla
gptkbp:is_supported_by gptkb:Mozilla_Foundation
gptkbp:is_used_by gptkb:illithids
other creatures
aberrations
beholders
gptkbp:is_used_for gptkb:Formula_One_race
voice commands
transcription services
language learning tools
dictation
speech therapy tools
gptkbp:is_used_in research projects
commercial applications
gptkbp:language gptkb:Ken_LM
gptkbp:latest_version 0.9.3
gptkbp:license MPL 2.0
gptkbp:performance real-time transcription
gptkbp:platform gptkb:smartphone
gptkb:operating_system
gptkbp:provides real-time transcription
gptkbp:provides_information_on Common Voice dataset
gptkbp:related_model ~1.5 GB
gptkbp:release_date September 2017
October 2020
gptkbp:released_in gptkb:2017
gptkbp:requires CPU for inference
GPU for training
gptkbp:supports gptkb:French
gptkb:Spanish
English
multiple languages
gptkbp:training gptkb:Graphics_Processing_Unit
gptkb:stock_market_index
custom datasets
gptkbp:uses gptkb:microprocessor
deep learning
Connectionist Temporal Classification (CTC)
gptkbp:utilizes end-to-end training