Speech recognition doesn’t catch your product name or domain-specific lingo?
Training and testing ASR systems can be a time-consuming and resource-intensive process due to its challenges:
- A number of SaaS solutions with different APIs and low customization features
- Rare or uncommon language or accents
- Many open-source solutions are hard to deploy and test to find the best fit for your task
- You have a small dataset to tune the model or even have none at all
- Insufficient robustness for noises
- Deploying the system for production usage (enough throughput with a minimum of hardware)
Data Monsters has the solution to overcome all of these challenges. We have domain-specific ASR models for different languages and unique datasets to train models for new tasks.
As an NVIDIA Elite partner, we have the best knowledge of NVIDIA Riva, including its pros and cons. Our team consists of ML Engineers, Data Assessors, and Software and DevOps Engineers.
We will help you with the following:
Choice of a best-fit solution (SaaS, managed solution, or new development)
Compare different solutions and ASR models
Understand a set of domain-specific terms to improve ASR accuracy
Collect the data to train ASR models
Train ASR models on yours or our hardware
Design and develop voice features for your product or service
Optimize ASR models for GPU/TPU/FPGA devices, for cloud or edge computing
Deploy and test ASR models