70 citations · 180 across the 53 of their papers we have counts for
4 papers · 1 filter
Code-switching Language Modeling With Bilingual Word Embeddings: A Case Study for Egyptian Arabic-English
Injy Hamed, Moritz Zhu, Mohamed Elmahdy +2
Code-switching (CS) is a widespread phenomenon among bilingual and multilingual societies. The lack of CS resources hinders the performance of many NLP tasks. In this work, we expl…
IMS-Speech: A Speech to Text Tool
Pavel Denisov, Ngoc Thang Vu
We present the IMS-Speech, a web based tool for German and English speech transcription aiming to facilitate research in various disciplines which require accesses to lexical infor…
End-to-End Multi-Speaker Speech Recognition using Speaker Embeddings and Transfer Learning
Pavel Denisov, Ngoc Thang Vu
This paper presents our latest investigation on end-to-end automatic speech recognition (ASR) for overlapped speech. We propose to train an end-to-end system conditioned on speaker…
Context-aware Neural-based Dialog Act Classification on Automatically Generated Transcriptions
Daniel Ortega, Chia-Yu Li, Gisela Vallejo +2
This paper presents our latest investigations on dialog act (DA) classification on automatically generated transcriptions. We propose a novel approach that combines convolutional n…