VIQ Solutions Submits Two Patent Applications for Methods Related to Training and Automated Selection of Domain Specific Language Models (DLSM)
01 Junho 2023 - 8:30AM
Business Wire
VIQ Solutions Inc. ("VIQ", "VIQ Solutions" or the "Company")
(TSX and Nasdaq: VQS), a global provider of secure, AI-driven,
digital voice and video capture technology and transcription
services, today announces it has filed two provisional patent
applications with the United States Patent and Trademark Office
(USPTO). The patents augment the Company’s speech engine agnostic
workflows, improving documentation accuracy and usability of
documentation, for courts, insurance, law enforcement and media
organizations across the globe.
The first patent application is directed to the systems and
methods for training domain-specific Automated Speech Recognition
(ASR) language models. The novel methods can be leveraged to form
accurate speech recognition to easily manage nuances of
domain-specific words, accented speech and languages, including
mixed-language audio files, and document formatting
requirements.
The second patent application is directed to the automated
selection of domain specific ASR models. This patent aims to
protect the various mechanisms used to load static or dynamic
DSLMs. The static model is used based on a pre-assigned setting and
the dynamic methods utilize the Goodness Score or Artificial
Intelligence Natural Language Understanding (NLU) to determine the
context and domain of the audio, followed by a second pass using a
DSLM creating profound ASR improvements in domain-specific
verticals.
Both workflows utilize DSLMs to improve the quality of the draft
transcript. DSLMs use a large database to create a baseline to
create a new task-specific model that is being trained using the
knowledge learned by the large language model. It leverages the
knowledge learned during the training of the original model to
improve the performance of the new model, resulting in increased
efficiency, improved performance, and enhanced
interpretability.
“DSLMs are one of many layers of aiAssist™ that supplies
NetScribe with workflow automation and high-quality draft
transcripts,” said Vahram Sukyas, Chief Technology Officer, VIQ
Solutions. “We anticipate ASR improvements in domain-specific
verticals by taking advantage of our large volume of production
data to fine tune the DSLMs.”
The accuracy and usability of draft transcripts, FirstDraft™, is
expected to increase and become even more competitive when enhanced
with a series of “extra loops” in aiAssist workflow through VIQ
trained DSLMs,” said Susan Sumner, President and Chief Operating
Officer, VIQ Solutions. “Fewer edits equal greater efficiency and
higher productivity as well as more capacity for faster turnaround
orders, time savings, and cost reduction.”
For more information about VIQ, please visit
viqsolutions.com.
About VIQ Solutions
VIQ Solutions is a global provider of secure, AI-driven, digital
voice and video capture technology and transcription services. VIQ
offers a seamless, comprehensive solution suite that delivers
intelligent automation, enhanced with human review, to drive
transformation in the way content is captured, secured, and
repurposed into actionable information. The cyber-secure, AI
technology and services platform are implemented in the most rigid
security environments including criminal justice, legal, insurance,
government, corporate finance, media, and transcription service
provider markets, enabling them to improve the quality and
accessibility of evidence, to easily identify predictive insights
and to achieve digital transformation faster and at a lower
cost.
Forward-Looking Statements
Certain statements included in this news release constitute
forward-looking statements or forward-looking information
(“forward-looking statements”) under applicable securities
legislation. Such forward-looking statements are provided for the
purpose of providing information about management's current
expectations and plans relating to the future. Readers are
cautioned that reliance on such information may not be appropriate
for other purposes.
Forward-looking statements typically contain statements with
words such as "anticipate", "believe", "expect", "plan", "intend",
"estimate", "propose", "project" or similar words suggesting future
outcomes or statements regarding an outlook. Forward-looking
statements in this news release include, but are not limited to,
those statements with respect to the benefits of the proposed
patents. Forward-looking statements are based on several factors
and assumptions which have been used to develop such statements and
information, but which may prove to be incorrect. Although VIQ
believes that the expectations reflected in such forward-looking
statements are reasonable, undue reliance should not be placed on
forward-looking statements because VIQ can give no assurance that
such expectations will prove to be correct. In addition to other
factors and assumptions which may be identified in this news
release, assumptions have been made regarding, among other things,
the Company’s strategy and objectives. Readers are cautioned that
the foregoing list is not exhaustive of all factors and assumptions
that have been used.
Forward-looking statements are necessarily based on a number of
opinions, assumptions and estimates that, while considered
reasonable by the Company as of the date of this news release, are
subject to known and unknown risks, uncertainties, assumptions and
other factors that may cause the actual results, level of activity,
performance or achievements to be materially different from those
expressed or implied by such forward-looking statements, including
but not limited to the factors described in greater detail in the
“Risk Factors” section of the Company’s annual information form for
its most recently completed financial year ended December 31, 2022
and in the Company’s other materials filed with the Canadian
securities regulatory authorities and the U.S. Securities and
Exchange Commission from time to time, available at www.sedar.com
and www.sec.gov, respectively. These factors are not intended to
represent a complete list of the factors that could affect the
Company; however, these factors should be considered carefully.
There can be no assurance that such estimates and assumptions will
prove to be correct. The forward-looking statements contained in
this news release are made as of the date of this news release, and
the Company expressly disclaims any obligation to update or alter
any forward-looking statements, or the factors or assumptions
underlying them, whether as a result of new information, future
events or otherwise, except as required by law.
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version on businesswire.com: https://www.businesswire.com/news/home/20230601005313/en/
Media Contact: Laura Haggard, Chief Marketing Officer,
VIQ Solutions Email: marketing@viqsolutions.com
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