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SpeechAlign: Transforming Speech Synthesis with Human Feedback for Enhanced Naturalness and Expressiveness in Technological Interactions
Practical AI Solutions and Value:
Speech synthesis has made significant advancements, aiming to create more human-like interactions with digital assistants and conversational agents. Fudan University’s SpeechAlign framework directly incorporates human feedback to align synthesized speech with human preferences, enhancing naturalness and expressiveness.
SpeechAlign’s systematic approach uses human feedback to refine speech models, resulting in improved metrics like Word Error Rate (WER) and Speaker Similarity (SIM). It showcases versatility across different model sizes and datasets, making it suitable for diverse scenarios.
AI Solutions for Business Evolution:
– Identify Automation Opportunities: Locate key customer interaction points that can benefit from AI.
– Define KPIs: Ensure AI endeavors have measurable impacts on business outcomes.
– Select an AI Solution: Choose tools that align with your needs and provide customization.
– Implement Gradually: Start with a pilot, gather data, and expand AI usage judiciously.
Connect with Us:
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Spotlight on a Practical AI Solution:
Explore the AI Sales Bot from itinai.com/aisalesbot, designed to automate customer engagement 24/7 and manage interactions across all customer journey stages.
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