SoftServe Speech Recognition Platform

Combine the power of Gen AI with the best of human voice recognition. Accelerated by NVIDIA™ Riva and NVIDIA NIM™, SoftServe Speech Recognition Platform converts speech to text with high precision. Unlike other systems, it grasps the nuances of children's voices, which makes it ideal for new language learning, diagnosing speech disorders, and more. The solution captures even the subtlest vocal nuances, down to the phoneme level. Giving you the ability to gain consistently accurate transcriptions — even in challenging, noisy environments.

ASR systems designed for adult voices often struggle with recognizing children’s speech accurately. This leads to misunderstandings and errors, impacting the effectiveness of educational and entertainment tools for young users. Inaccurate voice recognition also hampers the ability to analyze phonemes, isolated words, and phrases, which is crucial for diagnosing dyslexia.

SoftServe Speech Recognition Platform addresses these challenges. It uses specialized datasets and advanced AI models to deliver precise accuracy for children’s speech. Accelerated by NVIDIA™ Riva, NVIDIA NeMo™ FW, and NVIDIA NIM™, the platform performs across various accents and provides detailed phoneme-level transcriptions, even in harsh acoustic conditions.

Accurate voice transcription is key.  
SoftServe speech recognition platform captures every nuance.  
created by SoftServe, accelerated by Nvidia

3x fewer mistakes in children’s speech recognition

Speech Recognition Platform ensures a word error rate three times lower than other top ASR systems, particularly
for children aged 3 to 8 years old.

Speech Recognition Platform Overview

Speech Recognition Platform manages audio from various sources using NVIDIA Maxine Audio Effects SDK to improve it by isolating speech, removing silence, and converting formats. Postprocessing involves NLP tasks for context understanding, along with features such as scoring and autocorrections. Additionally, retrieval-augmented generation (RAG) implementation using NVIDIA NIM inference microservices supports inferencing tasks once the speech is transcribed.

With its ability to break down speech into phonemes and capture every detail, the platform supports language development and speech therapy. It's also perfect for legal professionals, call center agents, sports event coverage, and other applications.

  • Ensure precise diagnoses of speech disorders
  • Enhance learning experiences
  • Automate manual tasks and unlock insights
  • Improve customer and employee interactions

How It Works

Accurate Speech Recognition 

Speech Recognition Platform captures and processes audio, preparing it for transcription. RAG enhances accuracy, especially in specialized and complex contexts.

Speech-to-Text Transformation 

NVIDIA Riva converts spoken language into text and/or phonemes, with Speech Recognition Platform further enriching these transcripts. It adds metadata such as timestamps and confidence scores to improve the overall quality of the output.

Integration and Customization 

Built with LLMs based on the NVIDIA NeMo stack, our Speech Recognition Platform can be integrated into your existing product. We'll tailor it to meet your functional requirements and enhance the product's capabilities.

Performance Optimization

IIn speech recognition, speed is crucial for delivering seamless user experiences. NVIDIA TensorRT and NVIDIA TensorRT-LLM ensure that our solution provides reliable, real-time performance while also scaling effectively to meet growing demands.

Solution Architecture

Speech Recognition Platform uses NVIDIA's Gen AI technology stack, including NVIDIA Riva, NVIDIA NIM, and NVIDIA NeMo, to deliver fast and precise voice-to-text and phoneme transcription.

NVIDIA AI Enterprise Software Used

  • NVIDIA Riva
  • NVIDIA NIM
  • NVIDIA NeMo
  • NVIDIA TensorRT
  • NVIDIA Maxine

Use Cases

Language Development

Language Development

  • Early literacy enhancement 
Speech Recognition Platform lays a solid foundation for literacy. With precise phoneme recognition, young learners improve their reading skills effectively.
 
  • New language learning 
Mastering a new language is now simpler. Speech Recognition Platform offers robust support to achieve proper pronunciation and fluency. 

  • Speaker coaching
Our solution is a game-changer for those looking to excel in public speaking and boost their confidence. It’s designed to refine diction and pronunciation. 
EducationEntertainment

Diagnostics and Screeners

Language Development

  • Early literacy enhancement 
Speech Recognition Platform lays a solid foundation for literacy. With precise phoneme recognition, young learners improve their reading skills effectively.
 
  • New language learning 
Mastering a new language is now simpler. Speech Recognition Platform offers robust support to achieve proper pronunciation and fluency. 

  • Speaker coaching
Our solution is a game-changer for those looking to excel in public speaking and boost their confidence. It’s designed to refine diction and pronunciation. 
EducationEntertainment

Noisy Environment Application

Language Development

  • Early literacy enhancement 
Speech Recognition Platform lays a solid foundation for literacy. With precise phoneme recognition, young learners improve their reading skills effectively.
 
  • New language learning 
Mastering a new language is now simpler. Speech Recognition Platform offers robust support to achieve proper pronunciation and fluency. 

  • Speaker coaching
Our solution is a game-changer for those looking to excel in public speaking and boost their confidence. It’s designed to refine diction and pronunciation. 
EducationEntertainment

Domain-specific Speech Recognition

Language Development

  • Early literacy enhancement 
Speech Recognition Platform lays a solid foundation for literacy. With precise phoneme recognition, young learners improve their reading skills effectively.
 
  • New language learning 
Mastering a new language is now simpler. Speech Recognition Platform offers robust support to achieve proper pronunciation and fluency. 

  • Speaker coaching
Our solution is a game-changer for those looking to excel in public speaking and boost their confidence. It’s designed to refine diction and pronunciation. 
EducationEntertainment

Language Development

  • Early literacy enhancement 
Speech Recognition Platform lays a solid foundation for literacy. With precise phoneme recognition, young learners improve their reading skills effectively.
 
  • New language learning 
Mastering a new language is now simpler. Speech Recognition Platform offers robust support to achieve proper pronunciation and fluency. 

  • Speaker coaching
Our solution is a game-changer for those looking to excel in public speaking and boost their confidence. It’s designed to refine diction and pronunciation. 
EducationEntertainment

Our Implementation Cycle

01Discovery and Solution Demo

  • Meet with the client to discuss their needs and goals
  • Define success criteria and constraints
  • Sign an NDA to get access to proprietary data
  • Demonstrate how our solution performs on customer data

02Pilot Phase

  • Plan the integration with the client’s systems (if applicable) 

  • Provide flexible remote support 

  • Discuss the license agreement terms with the client 

03Deployment at Scale

  • Provide the product to the client 

  • Customize the solution to meet the client’s needs 

  • Support the integration process and conduct testing as agreed 

04Continuous Support and Maintenance

  • Support after the final deployment 

  • Assist during the new feature releases 

  • Ensure ongoing maintenance and bug fixing

  • Meet with the client to discuss their needs and goals
  • Define success criteria and constraints
  • Sign an NDA to get access to proprietary data
  • Demonstrate how our solution performs on customer data

Let's Talk

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