no code implementations • NAACL (ACL) 2022 • Aditya Yadavalli, Ganesh Sai Mirishkar, Anil Vuppala
Therefore, this degradation has an adverse effect on the ASR even when dialect-specific AM is used.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • ICON 2021 • Shelly Jain, Aditya Yadavalli, Ganesh Mirishkar, Chiranjeevi Yarra, Anil Kumar Vuppala
Due to this, automatic speech recognition (ASR) systems developed for American or British varieties of English result in poor performance on Indian English data.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • ICON 2021 • Ganesh Mirishkar, Aditya Yadavalli, Anil Kumar Vuppala
The reason for this is the fact that building an ASR system requires thousands of hours of annotated speech data, a vast amount of text, and a lexicon that can span all the words in the language.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 2 Feb 2024 • Abraham Toluwase Owodunni, Aditya Yadavalli, Chris Chinenye Emezue, Tobi Olatunji, Clinton C Mbataku
While previous approaches have focused on modeling techniques or creating accented speech datasets, gathering sufficient data for the multitude of accents, particularly in the African context, remains impractical due to their sheer diversity and associated budget constraints.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • 28 Jan 2024 • Varun Gumma, Rishav Hada, Aditya Yadavalli, Pamir Gogoi, Ishani Mondal, Vivek Seshadri, Kalika Bali
We present MunTTS, an end-to-end text-to-speech (TTS) system specifically for Mundari, a low-resource Indian language of the Austo-Asiatic family.
no code implementations • 30 Sep 2023 • Tobi Olatunji, Tejumade Afonja, Aditya Yadavalli, Chris Chinenye Emezue, Sahib Singh, Bonaventure F. P. Dossou, Joanne Osuchukwu, Salomey Osei, Atnafu Lambebo Tonja, Naome Etori, Clinton Mbataku
To our knowledge, there is no publicly available research or benchmark on accented African clinical ASR, and speech data is non-existent for the majority of African accents.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
1 code implementation • 30 Jun 2023 • Mehrad Moradshahi, Tianhao Shen, Kalika Bali, Monojit Choudhury, Gaël de Chalendar, Anmol Goel, Sungkyun Kim, Prashant Kodali, Ponnurangam Kumaraguru, Nasredine Semmar, Sina J. Semnani, Jiwon Seo, Vivek Seshadri, Manish Shrivastava, Michael Sun, Aditya Yadavalli, Chaobin You, Deyi Xiong, Monica S. Lam
We create a new multilingual benchmark, X-RiSAWOZ, by translating the Chinese RiSAWOZ to 4 languages: English, French, Hindi, Korean; and a code-mixed English-Hindi language.
no code implementations • 31 May 2023 • Aditya Yadavalli, Alekhya Yadavalli, Vera Tobin
Second language acquisition (SLA) research has extensively studied cross-linguistic transfer, the influence of linguistic structure of a speaker's native language [L1] on the successful acquisition of a foreign language [L2].