4 papers
Large-Scale Speaker Diarization of Radio Broadcast Archives
Emre Yılmaz, Adem Derinel, Zhou Kun +4
This paper describes our initial efforts to build a large-scale speaker diarization (SD) and identification system on a recently digitized radio broadcast archive from the Netherla…
Semi-supervised acoustic model training for speech with code-switching
Emre Yılmaz, Mitchell McLaren, Henk van den Heuvel +1
In the FAME! project, we aim to develop an automatic speech recognition (ASR) system for Frisian-Dutch code-switching (CS) speech extracted from the archives of a local broadcaster…
Code-Switching Detection with Data-Augmented Acoustic and Language Models
Emre Yılmaz, Henk van den Heuvel, David A. van Leeuwen
In this paper, we investigate the code-switching detection performance of a code-switching (CS) automatic speech recognition (ASR) system with data-augmented acoustic and language…
Acoustic and Textual Data Augmentation for Improved ASR of Code-Switching Speech
Emre Yılmaz, Henk van den Heuvel, David A. van Leeuwen
In this paper, we describe several techniques for improving the acoustic and language model of an automatic speech recognition (ASR) system operating on code-switching (CS) speech.…