Audio Data Collection for Machine Learning

The major obstacle to every AI solution is data. When your project includes a spoken input, audio data collection is paramount. Rely on an experienced global Crowd to provide audio data for your solutions.

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What is Audio Collection?

Audio collection is the first step in any machine learning project that depends on a spoken input. Conversational AI such as virtual assistants is an example of an application that requires a large amount of audio training data. Language and accent can create limitations for the effectiveness of solutions across environments and context. Adding diversity to your dataset will help overcome these challenges and help you pass your competition.

Why MarsCrowd?

A Crowd of

Trained Specialists

A Crowd of

Languages

A Crowd of

In-House Linguists

Audio Data Collection in Action

When we work together on a project, you can expect a seamless process for delivery. Audio collection can be broken down into 5 general steps from the selection of audio data parameters to the delivery of audio data according to your requirements. The overall goal is to provide training data that will boost your machine learning models. The process looks something like the model below:

Tokenization

Training of

classification model

Text Data Collection for Machine Learning Process

Text data collection

Design of

feature extractors

Performance evaluation & visualization

How Does Audio Collection Work?

With experience in audio recording projects across numerous languages, our in-house resource platform possesses all the tools to be able to handle any kind of audio data collection project. We assign a resource manager and project manager to your team so that you have a consistent point of contact the whole time who works with you to stay on schedule and on budget.
When it comes to the colleciton of audio data, we rely on a global Crowd spread over 50 countries and capable of doing projects in over 120 languages. We have an in-house QA process to ensure that you are getting curated data sent back. When you work with us, you have a team that can take your solutions all over the globe.

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