AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR. - Olatunji, Tobi; Afonja, Tejumade; Yadavalli, Aditya; Emezue, Chris Chinenye; Singh, Sahib; Dossou, Bonaventure F. P.; Osuchukwu, Joanne I.; Osei, Salomey; Tonja, Atnafu Lambebo; Etori, Naome A.; Mbataku, Clinton (Trans. Assoc. Comput. Linguistics, 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Srivastava, Aarohi; Rastogi, Abhinav; Rao, Abhishek; Shoeb, Abu Awal Md; Abid, Abubakar; Fisch, Adam; Brown, Adam R.; Santoro, Adam; Gupta, Aditya; Garriga-Alonso, Adrià; Kluska, Agnieszka; Lewkowycz, Aitor; et al. (Trans. Mach. Learn. Res., 2023)

AfriNames: Most ASR models "butcher" African Names. - Olatunji, Tobi; Afonja, Tejumade; Dossou, Bonaventure F. P.; Tonja, Atnafu Lambebo; Emezue, Chris Chinenye; Rufai, Amina Mardiyyah; Singh, Sahib (2023)

AfriNames: Most ASR Models "Butcher" African Names. - Olatunji, Tobi; Afonja, Tejumade; Dossou, Bonaventure F. P.; Tonja, Atnafu Lambebo; Emezue, Chris Chinenye; Rufai, Amina Mardiyyah; Singh, Sahib (2023)

AfriNames: Most ASR models "butcher" African Names. - Olatunji, Tobi; Afonja, Tejumade; Dossou, Bonaventure F. P.; Tonja, Atnafu Lambebo; Emezue, Chris Chinenye; Rufai, Amina Mardiyyah; Singh, Sahib (CoRR, 2023)

Adapting Pretrained ASR Models to Low-resource Clinical Speech using Epistemic Uncertainty-based Data Selection. - Dossou, Bonaventure F. P.; Tonja, Atnafu Lambebo; Emezue, Chris Chinenye; Olatunji, Tobi; Etori, Naome A.; Osei, Salomey; Adewumi, Tosin P.; Singh, Sahib (CoRR, 2023)

AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR. - Olatunji, Tobi; Afonja, Tejumade; Yadavalli, Aditya; Emezue, Chris Chinenye; Singh, Sahib; Dossou, Bonaventure F. P.; Osuchukwu, Joanne I.; Osei, Salomey; Tonja, Atnafu Lambebo; Etori, Naome A.; Mbataku, Clinton (CoRR, 2023)

Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages. - Abdulmumin, Idris; Beukman, Michael; Alabi, Jesujoba O.; Emezue, Chris Chinenye; Chimoto, Everlyn; Adewumi, Tosin P.; Muhammad, Shamsuddeen Hassan; Adeyemi, Mofetoluwa; Yousuf, Oreen; Singh, Sahib; Gwadabe, Tajuddeen (2022)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Srivastava, Aarohi; Rastogi, Abhinav; Rao, Abhishek; Shoeb, Abu Awal Md; Abid, Abubakar; Fisch, Adam; Brown, Adam R.; Santoro, Adam; Gupta, Aditya; Garriga-Alonso, Adrià; Kluska, Agnieszka; Lewkowycz, Aitor; et al. (CoRR, 2022)

Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages. - Abdulmumin, Idris; Beukman, Michael; Alabi, Jesujoba O.; Emezue, Chris; Asiko, Everlyn; Adewumi, Tosin P.; Muhammad, Shamsuddeen Hassan; Adeyemi, Mofetoluwa; Yousuf, Oreen; Singh, Sahib; Gwadabe, Tajuddeen Rabiu (CoRR, 2022)

Investigating Learning in Deep Neural Networks Using Layer-Wise Weight Change. - Agrawal, Ayush Manish; Tendle, Atharva; Sikka, Harshvardhan; Singh, Sahib; Kayid, Amr (2021)

DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy? - Uniyal, Archit; Naidu, Rakshit; Kotti, Sasikanth; Singh, Sahib; Kenfack, Patrik Joslin; Mireshghallah, Fatemehsadat; Trask, Andrew (CoRR, 2021)

Benchmarking Differential Privacy and Federated Learning for BERT Models. - Basu, Priyam; Roy, Tiasa Singha; Naidu, Rakshit; Müftüoglu, Zümrüt; Singh, Sahib; Mireshghallah, Fatemehsadat (CoRR, 2021)

Using Anomaly Feature Vectors for Detecting, Classifying and Warning of Outlier Adversarial Examples. - Manohar-Alers, Nelson; Feng, Ryan; Singh, Sahib; Song, Jiguo; Prakash, Atul (CoRR, 2021)

Why is Pruning at Initialization Immune to Reinitializing and Shuffling? - Singh, Sahib; Liu, Rosanne (CoRR, 2021)

WeightScale: Interpreting Weight Change in Neural Networks. - Agrawal, Ayush Manish; Tendle, Atharva; Sikka, Harshvardhan; Singh, Sahib (CoRR, 2021)

Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy. - Farrand, Tom; Mireshghallah, Fatemehsadat; Singh, Sahib; Trask, Andrew (2020)

Benchmarking Differentially Private Residual Networks for Medical Imagery. - Singh, Sahib; Sikka, Harshvardhan (CoRR, 2020)

Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy. - Farrand, Tom; Mireshghallah, Fatemehsadat; Singh, Sahib; Trask, Andrew (CoRR, 2020)

Investigating Learning in Deep Neural Networks using Layer-Wise Weight Change. - Agrawal, Ayush Manish; Tendle, Atharva; Sikka, Harshvardhan; Singh, Sahib; Kayid, Amr (CoRR, 2020)

High Precision Low-Voltage WTA/LTA Circuit for Signal Processing Applications. - Pandey, Rishikesh; Singh, Sahib (Wirel. Pers. Commun., 2019)