Deepfake Audio Voice Replication for Call Center Continuity
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Solution Overview
Problem
Existing call center systems struggle to efficiently reconnect customers with their primary agents after call drops or when customers call back, leading to extended wait times and reduced customer satisfaction.
Innovation Solution
The integration of deepfake audio technology with automated call distribution (ACD) and intelligent routing systems allows secondary agents or bots to replicate the voice of the primary agent, providing seamless continuity in customer-agent interactions.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If a secondary agent is assigned to handle a customer call when the primary agent is unavailable, then call continuity is maintained, but customer satisfaction decreases due to lack of voice consistency
Solution Approach 1:
The system uses deepfake audio technology to create a synthetic voice copy of the primary agent. When a customer calls and the primary agent is unavailable, the system routes the call to a secondary agent or bot that uses the deepfake voice to replicate the primary agent's voice characteristics, including pitch, tone, and speech patterns. This copying approach maintains voice consistency without requiring the actual primary agent to be present.
2Ease of operation
If the primary agent must be available to handle customer calls, then customer experience is maintained, but system productivity decreases due to agent availability constraints
Solution Approach 1:
The system enables self-service through the deepfake voice technology. The secondary agent or bot automatically uses the replicated primary agent voice to handle customer interactions independently, without requiring the primary agent's direct involvement. This allows the system to maintain high customer experience standards while improving overall productivity by eliminating agent availability constraints.
3Extent of automation
If standard ACD routing is used to reconnect agents, then call routing is automated, but voice consistency and customer relationship continuity are lost
Solution Approach 1:
The system enhances standard ACD routing by integrating deepfake audio technology. Instead of simply routing calls to available agents with generic greetings, the system uses voice cloning to replicate the primary agent's voice characteristics. This allows automated routing to maintain voice consistency and preserve the customer relationship continuity that standard ACD systems cannot provide.
Data Source
AI summary
A call center computer system with deepfake audio capability includes a call center server configured to communicate with one or more user devices and route communications from each of the one or more user devices to a call center agent device based on the availability of a call center agent. A deepfake processor in communication with the call center server includes a deepfake audio replicator. A first database includes one or more users and a primary agent associated with each of the one or more users and the content of prior sessions with each of the one or more users. A second database includes voices for each primary agent. The call center server is configured to connect a user device to a device of a secondary agent when the primary agent is not available, and the deepfake processor is configured to substitute the primary agent voice for the secondary agent's voice or to be the voice of a bot.