Lattention: Lattice-attention in ASR rescoring

no code implementations • 19 Nov 2021 • Prabhat Pandey, Sergio Duarte Torres, Ali Orkan Bayer, Ankur Gandhe, Volker Leutnant

The rescoring model with attention to lattices achieves 4-5% relative word error rate reduction over first-pass and 6-8% with attention to both lattices and acoustic features.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4

Automatic Community Creation for Abstractive Spoken Conversations Summarization

no code implementations • WS 2017 • Karan Singla, Evgeny Stepanov, Ali Orkan Bayer, Giuseppe Carenini, Giuseppe Riccardi

Summarization of spoken conversations is a challenging task, since it requires deep understanding of dialogs.

Abstractive Text Summarization Word Embeddings

The UniTN Discourse Parser in CoNLL 2015 Shared Task: Token-level Sequence Labeling with Argument-specific Models

no code implementations • CONLL 2015 • Evgeny Stepanov, Giuseppe Riccardi, Ali Orkan Bayer

General Classification Opinion Mining

The Development of the Multilingual LUNA Corpus for Spoken Language System Porting

no code implementations • LREC 2014 • Evgeny Stepanov, Giuseppe Riccardi, Ali Orkan Bayer

We discuss the challenges of the manual creation of multilingual corpora, as well as present the algorithms for the creation of multilingual SLU via Statistical Machine Translation (SMT).

Machine Translation Speech Synthesis +2