Search Results for author: Krishna D N

Found 5 papers, 1 papers with code

Using Large Pre-Trained Models with Cross-Modal Attention for Multi-Modal Emotion Recognition

no code implementations22 Aug 2021 Krishna D N

We propose using large self-supervised pre-trained models for both audio and text modality with cross-modality attention for multimodal emotion recognition.

Multimodal Emotion Recognition

Multilingual Speech Recognition for Low-Resource Indian Languages using Multi-Task conformer

no code implementations22 Aug 2021 Krishna D N

We use a phoneme decoder (PHN-DEC) for the phoneme recognition task and a grapheme decoder (GRP-DEC) to predict grapheme sequence.

Decoder Machine Translation +4

A Dual-Decoder Conformer for Multilingual Speech Recognition

no code implementations22 Aug 2021 Krishna D N

We jointly optimize the network for phoneme recognition, grapheme recognition, and language identification tasks with Joint CTC-Attention [2] training.

Decoder Language Identification +5

Multi-Modal Transformers Utterance-Level Code-Switching Detection

1 code implementation4 Nov 2020 Krishna D N

We propose a multi-modal learning approach by utilising the phoneme information along with audio features for code-switch detection.

Sentence

Identification of Indian Languages using Ghost-VLAD pooling

no code implementations5 Feb 2020 Krishna D N, Ankita Patil, M. S. P Raj, Sai Prasad H S, Prabhu Aashish Garapati

The generated feature vector is shown to have very good language discriminative features and helps in getting state of the art results for language identification task.

Language Identification

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