Summary of the DISPLACE challenge 2023-DIarization of SPeaker and LAnguage in Conversational Environments
In multi-lingual societies, where multiple languages are spoken in a small geographic
vicinity, informal conversations often involve mix of languages. Existing speech technologies …
vicinity, informal conversations often involve mix of languages. Existing speech technologies …
[HTML][HTML] Spoken Language Identification: An overview of past and present research trends
D O'Shaughnessy - Speech Communication, 2024 - Elsevier
Identification of the language used in spoken utterances is useful for multiple applications,
eg, assist in directing or automating telephone calls, or selecting which language-specific …
eg, assist in directing or automating telephone calls, or selecting which language-specific …
TalTech-IRIT-LIS Speaker and Language Diarization Systems for DISPLACE 2024
This paper describes the submissions of team TalTech-IRIT-LIS to the DISPLACE 2024
challenge. Our team participated in the speaker diarization and language diarization tracks …
challenge. Our team participated in the speaker diarization and language diarization tracks …
Continual Learning With Embedding Layer Surgery and Task-Wise Beam Search Using Whisper
Current Multilingual ASR models only support a fraction of the world's languages. Continual
Learning (CL) aims to tackle this problem by adding new languages to pre-trained models …
Learning (CL) aims to tackle this problem by adding new languages to pre-trained models …
Personalizing Large Sequence-to-Sequence Speech Foundation Models With Speaker Representations
We present a method to personalize large transformer-based encoder-decoder speech
foundation models without the need for changes in the underlying model structure or training …
foundation models without the need for changes in the underlying model structure or training …
The Second DISPLACE Challenge: DIarization of SPeaker and LAnguage in Conversational Environments
SB Kalluri, P Singh, PR Chowdhuri, A Kulkarni… - arXiv preprint arXiv …, 2024 - arxiv.org
The DIarization of SPeaker and LAnguage in Conversational Environments (DISPLACE)
2024 challenge is the second in the series of DISPLACE challenges, which involves tasks of …
2024 challenge is the second in the series of DISPLACE challenges, which involves tasks of …
Decoding the Language of Chickens-An Innovative NLP Approach to Enhance Poultry Welfare
S Neethirajan - bioRxiv, 2024 - biorxiv.org
This research investigates the utilization of the Natural Language Processing-based
WHISPER model for decoding chicken vocalizations, with the goal of comprehending the …
WHISPER model for decoding chicken vocalizations, with the goal of comprehending the …