Search Results for author: Salam Michael Singh

Found 7 papers, 0 papers with code

An Experiment on Speech-to-Text Translation Systems for Manipuri to English on Low Resource Setting

no code implementations ICON 2021 Loitongbam Sanayai Meetei, Laishram Rahul, Alok Singh, Salam Michael Singh, Thoudam Doren Singh, Sivaji Bandyopadhyay

Based on this dataset, a benchmark evaluation is reported for the Manipuri-English Speech-to-Text translation using two approaches: 1) a pipeline model consisting of ASR (Automatic Speech Recognition) and Machine translation, and 2) an end-to-end Speech-to-Text translation.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4

On the Transferability of Massively Multilingual Pretrained Models in the Pretext of the Indo-Aryan and Tibeto-Burman Languages

no code implementations ICON 2021 Salam Michael Singh, Loitongbam Sanayai Meetei, Alok Singh, Thoudam Doren Singh, Sivaji Bandyopadhyay

In recent times, machine translation models can learn to perform implicit bridging between language pairs never seen explicitly during training and showing that transfer learning helps for languages with constrained resources.

Machine Translation Transfer Learning +1

The NITS-CNLP System for the Unsupervised MT Task at WMT 2020

no code implementations WMT (EMNLP) 2020 Salam Michael Singh, Thoudam Doren Singh, Sivaji Bandyopadhyay

We describe NITS-CNLP’s submission to WMT 2020 unsupervised machine translation shared task for German language (de) to Upper Sorbian (hsb) in a constrained setting i. e, using only the data provided by the organizers.

Translation Unsupervised Machine Translation

Multiple Captions Embellished Multilingual Multi-Modal Neural Machine Translation

no code implementations MMTLRL (RANLP) 2021 Salam Michael Singh, Loitongbam Sanayai Meetei, Thoudam Doren Singh, Sivaji Bandyopadhyay

In this work, we utilise the multiple captions from the Multi-30K dataset to increase the lexical diversity aided with the cross-lingual transfer of information among the languages in a multilingual setup.

Cross-Lingual Transfer Machine Translation +2

Unsupervised Neural Machine Translation for English and Manipuri

no code implementations loresmt (AACL) 2020 Salam Michael Singh, Thoudam Doren Singh

Availability of bitext dataset has been a key challenge in the conventional machine translation system which requires surplus amount of parallel data.

Denoising Machine Translation +1

Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study

no code implementations29 Feb 2024 Prottay Kumar Adhikary, Aseem Srivastava, Shivani Kumar, Salam Michael Singh, Puneet Manuja, Jini K Gopinath, Vijay Krishnan, Swati Kedia, Koushik Sinha Deb, Tanmoy Chakraborty

Further, expert evaluation reveals that Mistral supersedes both MentalLlama and MentalBART based on six parameters -- affective attitude, burden, ethicality, coherence, opportunity costs, and perceived effectiveness.

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