Search Results for author: Shangeth Rajaa

Found 5 papers, 4 papers with code

Improving End-to-End SLU performance with Prosodic Attention and Distillation

1 code implementation14 May 2023 Shangeth Rajaa

Most End-to-End SLU methods depend on the pretrained ASR or language model features for intent prediction.

intent-classification Intent Classification +1

Improving Spoken Language Identification with Map-Mix

1 code implementation16 Feb 2023 Shangeth Rajaa, Kriti Anandan, Swaraj Dalmia, Tarun Gupta, Eng Siong Chng

The pre-trained multi-lingual XLSR model generalizes well for language identification after fine-tuning on unseen languages.

Data Augmentation Language Identification +1

Skit-S2I: An Indian Accented Speech to Intent dataset

1 code implementation26 Dec 2022 Shangeth Rajaa, Swaraj Dalmia, Kumarmanas Nethil

Conventional conversation assistants extract text transcripts from the speech signal using automatic speech recognition (ASR) and then predict intent from the transcriptions.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +5

Learning Speaker Representation with Semi-supervised Learning approach for Speaker Profiling

1 code implementation24 Oct 2021 Shangeth Rajaa, Pham Van Tung, Chng Eng Siong

Speaker profiling, which aims to estimate speaker characteristics such as age and height, has a wide range of applications inforensics, recommendation systems, etc.

Age Estimation Recommendation Systems +2

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