How GTS Is Helping Companies To Acquire Speech Datasets?

Businesses and companies are easily implementing their business ideas due to the advancement in technology day by day. Given the technological advances of this age, the place of apps and software that use audio data is vital and most of these apps use natural language processing to function properly. To implement this idea more efficiently computers can easily understand the human language. 

One can not achieve this without the use of audio data and it is one of the services we provide. An AI training dataset can easily use this feature to increase the growth of your business. The computer and software use machine learning algorithms to utilise the data we are providing which is uniquely collected from all over the world capturing all the nuances of natural human speech and language. 

What is the process of Speech data collection?

There are some of the steps that are followed in order to collect the Speech Datasets. These steps you need to follow with proper guidelines and details in order to avoid any failure in the system later. Here are some of the steps that you need to follow for speech data collection:

1. Know what the users will say: In order to produce a high-performing system you need to train the speech model relating to the user's input. You need to understand first what the user is going to say. A speech model is like other machine learning models in that it requires data as “representative” as possible and thus you should go closest to the source. 
2. What We Need To Record: You will take the set statements and put them into a script that will ask humans to speak from and the speech is then recorded. The script should also include a representative sampling from the previous step. You can use a speech dataset to make the model top-notch and more effective. Also, the system is sensitive to the length of the script. 
3. Who Should Speak And Under What Conditions: You need to identify your target population and build a data collection plan which covers this target population. To improve the efficiency of the system you want to record data from a variety of people as well as a variety of environments and devices. You want the distribution of people you collect the data. 
4. Record The Speech: Set up an environment where you can easily record all the phone calls. The AI training dataset helps you to have an existing call centre solution you can use to collect phone calls. 
5. Transcript what the users actually said: Since the callers are fond of making mistakes you need to transcript what they actually said. It can generate extra work for you but you have to add the bonus of more varied training data. 
6. Build the test set: Take the audio and text pair and segment them to include one statement each. You can base the segmentation on newlines and lengthy pauses. You will remove the segments that correspond to the user introduction. 
7. Train a language model: After collecting the data you need to train the language model. You can also generate additional variations that you did not specifically record. The speech data collection helps to improve the working of the system. 

Quality measures are taken by GTS to ensure quality.

There are multiple quality measures that are taken by GTS to ensure the top-notch performance of our system. We incorporate a process-focused approach to quality with continuous improvement based on collaboration. Before starting the speech recording a test is taken to check the qualification of the person for collecting the speech data. Our commitment to quality through measurable, repeated process development results in providing quality services and technical products. 

Our depth of experience makes sure to match the industry standards and make the processes more efficient. The ratings also include Capability Maturity Model Integration (CMMI) for the development and services of the International Organisation for Standardisation (ISO).

We are also having people dedicated to delivering quality technical services and products. Each of the GTS employees takes on individual responsibility for the quality. As the foundation of our corporation's quality structure, continuous process improvement drives each employee to seek a new way of enhancing on-the-job performance and delivery of our services. 

What Geography and Demography are covered by the GTS?

All around the globe we have over thirty thousand people having the power of transcription and speech recording. Our team is spread all across borders to collect the maximum amount of data for enhancing the quality of our system. Speech recognition of different people having varying accents would help the system to easily identify the voice and process the voice command. 

Human geography concentrates on the spatial organisation and processes that are shaping the lives and activities of people, and their interaction with place and nature. Human geography consists of several sub-disciplinary fields which focus on different elements of human activity and organisation. 

What kind of companies ask GTS to do collection and Transcription?

There are certain categories of businesses that need GTS to do data collection and transcription. The transcription involves the conversion of an oral file, primarily audio or video, into a text form. Moreover, the transcription service industry is witnessing rapid growth over the years. With technological advancements and the Internet, information is abundant in the oral form that people and businesses need in the documented form. Here are some of the businesses and companies that may need transcription and speech data collection:

• Law Firms, Court Reporters, Paralegals, And Attorneys: Law firms are the leading industries that use transcriptionists for legal transcription. 
• Medical And Healthcare Providers: Since the documentation of patient information is required in the file of the patient, the recording and the transcription of all the procedures, notes, and related material are essential. 
• Students, Lecturers, And Doctorates: The transcription of the materials in the academic world benefits the students and the academic staff. 
• Market Researchers: Most of the AI Training Datasets like feedback, interviews, focus groups, and other outreach, are a part of your market research collected by the market researchers. It ensures that you have an accurate and clean record of the exact responses. 
• Events Individuals And Keynote Speakers: In an event collecting all the recorded formats into documents with the help of transcription can help you to be in power. The outreach of these documents can be highly amplified.