AI-powered Voice bots Importance and Training

AI-powered Voice bots Importance and Training
6 min read
26 September 2023

Voice assistants are devices/apps that respond to humans using voice recognition technology, natural language processing, and AI. The device uses technology to synthesize the user’s message, break it down, evaluate it, and respond with a logical response.

Unlike chatbots, voice bots require added speech recognition and speech synthesis abilities. Voice bots have to understand customer requests and determine the query’s intent. This critical factor directly impacts the accuracy of a voicebot's response. To achieve this, voice bots synthesize a voice request, convert it into text for processing, and again deliver an accurate vocal response in return all within seconds.

Furthermore, voice bots must be able to access caller or user data to provide more pertinent and personalized responses; this data can include the caller’s age, gender, purchase history, etc.

Have a deeper look into the article to know about the top reasons why voice bots should be an important part of your business.

Personalization For Customers

In today’s world, everyone is drawn to innovation and wants to use it to make their lives easier, better, and richer. People are impatient, and they connect with a brand with the thought of now or never in mind. They only care about getting things done quickly, or they will switch to another service provider and never return.

A voice bot is the smartest solution for such people to get things done in a more personalized way. Due to their ability to provide timely support, AI voice bots can effectively handle customers. The customer expects a quick and secure answer for everything from trip reservations to online payments, and here is where voice bots can help.

No Human Contact

In the age of intelligence and software revolutions, everything around us is getting virtualized or touch-free. AI voice bots offer new opportunities for personalization and intimate engagement for companies.

Unlike text-based solutions where the presence of a supporting device is a must, voice bots do not hook on any uncommon hardware devices. The advanced AI-based voice bot solution allows you to speak with a robot without using control buttons.

24/7 Availability

Machines, do not require rest. Even if your person is unavailable, voice bots can answer your customers’ questions and gather their information in the event of an emergency. And your agent can contact them whenever it is convenient for them.

For most consumers, calling any customer service center is a nightmare because of the long wait times and multiple redirections. Enabling FAQs on IVR, Alexa, or Google Assistant to automate general queries can save a lot of time, and the agent can take over or the call can only be transferred to the agent for important situations.

Boost Customer Insights

Having voice bots means utilizing a system with great data capabilities that can provide reliable insights to customers automatically. By providing real-time information, voice chatbots establish a seamless connection between customer and service agent and improve customer experience.

Better Task Management

The best aspect of having a voice bot is that it effectively improves two-way communication, resulting in a pleasant and profitable experience. For example, a customer wishes to reserve a dinner table for him and his companion at their favorite restaurant. For this, he contacts the eatery.

The restaurant owner can improve services by including voice bots in the dialogue. Customers can ask questions using voice commands, and the smart-talking robot will respond. Corporate duties will be more easily managed in this manner, resulting in improved business efficiency and productivity.

Training AI for Voicebots

One of the key things to note when using an artificially intelligent voice bot is to train the AI with a sufficiently large dataset of interactions with customers. Not every business might have access to well-documented support interactions that can be used as training material for AI.

Algorithms learn from data. They find relationships, develop understanding, make decisions, and evaluate their confidence from the training data they’re given. And the better the training data is, the better the model performs.

Voicebot training data is information that helps a chatbot understand what users are saying and how to respond to it. To perform the training of these bots, the first step is to collect data according to model requirements. This Data needs to be annotated to attach labels to text or speech data.

These labels will train the model to respond effectively to different human interactions. Different types of NLP annotations required for Voice bots include

Intent classification

Entity extraction

Relationships extractions

Syntactic analysis

Sentiment analysis

Summarization

Translation

TagX offers specialized services for all annotation tasks related to Voice bot. TagX provides you with high-quality training data by integrating our human-assisted approach with machine-learning assistance. Regardless of your data annotation criteria, our managed service team is ready to support you in both deploying and maintaining your AI and ML projects.

As a closing statement, we would like to say that Modern AI voice bots can deal with plenty of simple cases and most of the customers don’t even realize they are interacting with a robot. And, it doesn’t mean the voice bots can replace humans. But a team of super-efficient bots and sharp-witted humans would be a perfect match.

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