Slides: Beyond Transcription: Building Voice AI That Understands Conversations — Hervé Bredin, pyannoteAI

Source Video

Beyond Transcription: Building Voice AI That Understands Conversations — Hervé Bredin, pyannoteAI

Relationship To World's Fair 2026

These slides are extracted from a public AI Engineer YouTube video connected to World's Fair 2026. Speaker-matched clips are supporting context unless later confirmed as exact session recordings; official livestream recordings are day-level/event-level source material.

Related Scheduled Sessions

Extracted Slides

slide-001.jpg slide-002.jpg

OCR text:

Transcription

WHAT was said

Panna

bd *

7 a 7 oo

lorem ipsum dolor sit amet

consectetur adipiscing elit

morbi convallis erat non

hendrerit morbi sed nunc

sollicitudin porttitor velit at

mollis ex

2 ; GB) pyannoteal

g . Google DeepMind

a=

slide-003.jpg

OCR text:

What can go wrong?

~ hopefully the answer is not "the live demo"

Pane a : F

diarization error rate =

rs ra total speech

bod ad

od ve bd

e Fee —— -

a | | ea | a -

“all (BJ pyannotedl

Al Engineer

od ae Zo

" nal ;

ss rs

slide-004.jpg

OCR text:

State of the art (Q4 2025)

Conversational telephone speech (CTS)

ron DIHARD CTS él conversatans 2 speakers we ee aye

iu ‘ , ad

_ - pyannote.ai/oenchmark

, | AlEngineer |

g i al ™ EUROPE

, yy ,

slide-005.jpg

OCR text:

What can go wrong? | Cy

the blame game _ sea Tn spova to een at RSS

‘ Wee ree rome bees ond .

a ene ter wm):

Ps Cheat eWeEP a 1 Be tas Me een

ea Bd i. . . i . si Mid Men bak

bod bd ae ‘ x ay 3 1 oT tee ae

a tl times oo 8 EH

: " cewsnawmen et wen ym omen ye fom

i = a area =: Si am anand e)

: a ; pyannote.ai/blog/stt-orchestration hf.co/spaces/nt-audio/open_asr_leaderboard

+. ; | AlEngineer |

g a | Vesa

a Sy”

slide-006.jpg

OCR text:

| Al Engineer |

weeds

AI.ENGINEER

Slide-Derived Subjects To Review

Subject extraction uses video title, related session titles/descriptions, transcript context, and OCR text when available. OCR is best-effort and should be reviewed against the embedded slide images.