(SeaPRwire) – SHANGHAI, May 22, 2026 — FinVolution Group has officially kicked off the 2026 edition of its Global Data Science Competition. The focus this year is on modeling conversation turn-taking, aiming to endow voice AI with the ability to know when it should speak.
Voice interaction has entered the native-audio age, where AI can reply instantly. However, it still misses a human instinct: understanding when to interject, when to remain quiet, and when a simple acknowledgment like “mm-hm” is appropriate. Lacking this, even the most responsive AI will interrupt users or cause conversations to falter.
Contestants this year will use thirty seconds of dual-channel dialogue as context to forecast probable speech events within the subsequent 800 milliseconds. This task is designed to provide AI with the social awareness needed to interpret user intent and reply at the optimal moment.
The competition’s dataset is constructed from authentic dual-channel phone calls recorded in 35 different regions across China, encompassing a vast array of dialects and speech patterns. The audio is accompanied by ASR transcripts and word-level timestamps, enabling participants to develop systems based solely on audio or multiple modalities.
“For over ten years, this competition has served as a bridge linking academic exploration to practical use,” stated Tiezheng Li, CEO of FinVolution Group. “Turn-taking remains a significant unsolved challenge in contemporary voice interaction. We aspire for the solutions developed here to extend well beyond the lab, enabling millions to enjoy more natural, human-like conversations in their daily routines.”
The 2026 competition receives academic guidance from the China Computer Federation (CCF) Technical Committee on Natural Language Processing and is run in partnership with Fudan University’s Natural Language Processing Lab. It is also an officially partnered event of the 15th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC 2026). High-achieving teams will secure an opportunity to present their work at NLPCC 2026 among the international NLP research community.
Competition Timeline
With a total prize fund of RMB 308,000 (about USD 42,900), the 2026 contest will progress through three phases:
Preliminary Round (May 13 – June 19): Competitors train their models locally and must submit prediction outcomes for live scoring by June 16. Teams moving on to the semifinals will be revealed on June 19.
Semifinals (June 20 – July 16): Those in the semifinals need to provide Docker images for assessment by July 7. The finalists will be named on July 16.
Final Round (July 16 – late July): Finalists will face off in a live, in-person competition judged by an expert panel. The specific date will be disclosed later.
Registration is currently active via the official competition website：https://ai.ppdai.com/mirror/show?channel=media1
Throughout its eleven-year history, the FinVolution Global Data Science Competition has attracted nearly 10,000 entrants from global universities, research institutions, and tech firms. Previous competitions have addressed areas like deepfake identification, credit assessment, fraud prevention, user behavior analysis, and dialect identification. Its growing prominence in the worldwide AI landscape is evidenced by collaborations with leading conferences like IJCAI (2024), CIKM (2025), and now NLPCC (2026).
About FinVolution Group
FinVolution Group (NYSE: FINV) is a premier fintech firm that links millions of individuals and small enterprises with financial service providers using sophisticated credit technology. Established in 2007 and publicly traded on the New York Stock Exchange since 2017, the Company has operations in China, Indonesia, the Philippines, Pakistan, and Australia, with extensive expertise in AI, big data, fraud prevention, and credit risk assessment. FinVolution is a committed supporter of academic advancement, maintaining long-term sponsorships of major AI conferences such as WWW, IJCAI, CIKM, and NLPCC.
Media Contact
Project name: FinVolution Group
Contact Person: Zhou Zihui
Company website: https://ai.ppdai.com/mirror/show
Email: zhouzihui@xinye.com
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