Customizing Speech Data Collection
Customizing your speech data collection is one of the crucial factors you have to consider when deciding to start your speech recognition project. It can help you decide what to collect, when to collect and estimate the cost that comes with the collection. To get started with your speech recognition journey, here are five ways to customize your speech data collection project.
Before anything else, the first thing that your company needs to do when customizing speech data collection is to know your purpose. What is your goal with this project? How will your company incorporate the data collected in your speech recognition project? Identifying the specific details of your project will help in its customization. It will also help in defining some risks that might happen during the timeframe of the project. The goal of having a purpose is to know the path that your company will take and follow in your journey towards speech recognition technology.
2. Target Market
The second way to customize your speech data collection project is knowing your target market. To whom do you target to make a speech recognition project? Your company will need to decide the speech data that you want to collect. To do that, your company needs to know what specific age, gender, and nationality your targets are to know what data to collect. Speaking of nationality, your company also needs to decide if you want to collect speech data from specific countries and places.
Another way to customize your speech data collection project is choosing what language you want to collect the data with. In selecting the language, your company will need to consider whether you need native speakers of the language that you are choosing or just people who can speak the language. Once your company decided on the language. Decide what dialect needs to be collected as well. Knowing which dialect to target is essential to the scope of your project. Your speech recognition project would be more specified and your company can evaluate more on how will you collect the data. You can also decide here whether you want the collection to be multilingual.
4. Type of Speech Data Collection