Generative Voice Bursts during Phone Call
Paritosh Ranjan, Surajit Majumder, Prodip Roy

TL;DR
This paper introduces a novel system that uses generative AI to transmit urgent, context-aware voice messages during ongoing calls, improving emergency communication when traditional methods are insufficient.
Contribution
The paper presents a new approach for generating and transmitting voice bursts during calls using AI, enabling priority emergency messages without interrupting ongoing conversations.
Findings
Effective generation of context-aware voice messages
High priority messages bypass call waiting barriers
Minimal disruption during emergency message transmission
Abstract
In critical situations, conventional mobile telephony fails to convey emergency voice messages to a callee already engaged in another call. The standard call waiting alert does not provide the urgency or content of the waiting call. This paper proposes a novel method for transmitting Generative Voice Bursts short, context aware audio messages during ongoing calls, from either preauthorized or dynamically prioritized callers. By leveraging generative AI techniques, the system automatically generates spoken messages from contextual inputs example like location, health data, images, background noise when the caller is unable to speak due to incapacitation or environmental constraints. The solution incorporates voice, text, and priority inference mechanisms, allowing high priority emergency messages to bypass conventional call waiting barriers. The approach employs models such as GPT Neo…
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Taxonomy
TopicsSpeech and dialogue systems · AI in Service Interactions · Spreadsheets and End-User Computing
MethodsRefunds@Expedia|||How do I get a full refund from Expedia? · Cosine Annealing · Layer Normalization · Linear Warmup With Cosine Annealing · Attention Dropout · Discriminative Fine-Tuning · Byte Pair Encoding · Softmax · Linear Layer · Dropout
