Summary of the paper
| Title | The EPAC Corpus: Manual and Automatic Annotations of Conversational Speech in French Broadcast News |
|---|---|
| Authors | Yannick Estève, Thierry Bazillon, Jean-Yves Antoine, Frédéric Béchet and Jérôme Farinas |
| Abstract | This paper presents the EPAC corpus which is composed by a set of 100 hours of conversational speech manually transcribed and by the outputs of automatic tools (automatic segmentation, transcription, POS tagging, etc.) applied on the entire French ESTER 1 audio corpus: this concerns about 1700 hours of audio recordings from radiophonic shows. This corpus was built during the EPAC project funded by the French Research Agency (ANR) from 2007 to 2010. This corpus increases significantly the amount of French manually transcribed audio recordings easily available and it is now included as a part of the ESTER 1 corpus in the ELRA catalog without additional cost. By providing a large set of automatic outputs of speech processing tools, the EPAC corpus should be useful to researchers who want to work on such data without having to develop and deal with such tools. These automatic annotations are various: segmentation and speaker diarization, one-best hypotheses from the LIUM automatic speech recognition system with confidence measures, but also word-lattices and confusion networks, named entities, part-of-speech tags, chunks, etc. The 100 hours of speech manually transcribed were split into three data sets in order to get an official training corpus, an official development corpus and an official test corpus. These data sets were used to develop and to evaluate some automatic tools which have been used to process the 1700 hours of audio recording. For example, on the EPAC test data set our ASR system yields a word error rate equals to 17.25%. |
| Topics | Corpus (creation, annotation, etc.) |
Full paper |
The EPAC Corpus: Manual and Automatic Annotations of Conversational Speech in French Broadcast News |
Slides |
The EPAC Corpus: Manual and Automatic Annotations of Conversational Speech in French Broadcast News |
| Bibtex | @InProceedings{ESTVE10.650, author = {Yannick Estève and Thierry Bazillon and Jean-Yves Antoine and Frédéric Béchet and Jérôme Farinas}, title = {The EPAC Corpus: Manual and Automatic Annotations of Conversational Speech in French Broadcast News}, booktitle = {Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10)}, year = {2010}, month = {may}, date = {19-21}, address = {Valletta, Malta}, editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Bente Maegaard and Joseph Mariani and Jan Odijk and Stelios Piperidis and Mike Rosner and Daniel Tapias}, publisher = {European Language Resources Association (ELRA)}, isbn = {2-9517408-6-7}, language = {english} } |