Towards Automatic Sign Language Annotation for the ELAN Tool
نویسندگان
چکیده
A new interface to the ELAN annotation software that can handle automatically generated annotations by a sign language recognition and translation framework is described. For evaluation and benchmarking of automatic sign language recognition, large corpora with rich annotation are needed. Such databases have generally only small vocabularies and are created for linguistic purposes, because the annotation process of sign language videos is time consuming and requires expert knowledge of bilingual speakers (signers). The proposed framework provides easy access to the output of an automatic sign language recognition and translation framework. Furthermore, new annotations and metadata information can be added and imported into the ELAN annotation software. Preliminary results show that the performance of a statistical machine translation improves using automatically generated annotations.
منابع مشابه
SLMotion - An extensible sign language oriented video analysis tool
We present a software toolkit called SLMotion which provides a framework for automatic and semiautomatic analysis, feature extraction and annotation of individual sign language videos, and which can easily be adapted to batch processing of entire sign language corpora. The program follows a modular design, and exposes a Numpy-compatible Python application programming interface that makes it eas...
متن کاملUsing ELAN for annotating sign language corpora in a team setting
ELAN is a multimedia annotation tool that is employed in many sign language corpus projects. It is a standalone desktop application that, like many other desktop applications, principally is a single user, document oriented application. In many scenarios this is still perfectly satisfactory but in large-scale corpus projects, involving many collaborators who are working on the same documents, t...
متن کاملAnnotation by Category: ELAN and ISO DCR
The Data Category Registry is one of the ISO initiatives towards the establishment of standards for Language Resource management, creation and coding. Successful application of the DCR depends on the availability of tools that can interact with it. This paper describes the first steps that have been taken to provide users of the multimedia annotation tool ELAN, with the means to create referenc...
متن کاملTowards an Annotation of Syntactic Structure in the Swedish Sign Language Corpus
This paper describes on-going work on extending the annotation of the Swedish Sign Language Corpus (SSLC) with a level of syntactic structure. The basic annotation of SSLC in ELAN consists of six tiers: four for sign glosses (two tiers for each signer; one for each of a signer’s hands), and two for written Swedish translations (one for each signer). In an additional step by Östling et al. (2015...
متن کاملELAN: a Professional Framework for Multimodality Research
Utilization of computer tools in linguistic research has gained importance with the maturation of media frameworks for the handling of digital audio and video. The increased use of these tools in gesture, sign language and multimodal interaction studies has led to stronger requirements on the flexibility, the efficiency and in particular the time accuracy of annotation tools. This paper describ...
متن کامل