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Sahib Singh
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2020 – today
- 2023
- [j2]Tobi Olatunji, Tejumade Afonja, Aditya Yadavalli, Chris Chinenye Emezue, Sahib Singh, Bonaventure F. P. Dossou, Joanne I. Osuchukwu, Salomey Osei, Atnafu Lambebo Tonja, Naome A. Etori, Clinton Mbataku:
AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR. Trans. Assoc. Comput. Linguistics 11: 1669-1685 (2023) - [c5]Tobi Olatunji, Tejumade Afonja, Bonaventure F. P. Dossou, Atnafu Lambebo Tonja, Chris Chinenye Emezue, Amina Mardiyyah Rufai, Sahib Singh:
AfriNames: Most ASR models "butcher" African Names. AfricaNLP 2023 - [c4]Tobi Olatunji, Tejumade Afonja, Bonaventure F. P. Dossou, Atnafu Lambebo Tonja, Chris Chinenye Emezue, Amina Mardiyyah Rufai, Sahib Singh:
AfriNames: Most ASR Models "Butcher" African Names. INTERSPEECH 2023: 5077-5081 - [i12]Tobi Olatunji, Tejumade Afonja, Bonaventure F. P. Dossou, Atnafu Lambebo Tonja, Chris Chinenye Emezue, Amina Mardiyyah Rufai, Sahib Singh:
AfriNames: Most ASR models "butcher" African Names. CoRR abs/2306.00253 (2023) - [i11]Bonaventure F. P. Dossou, Atnafu Lambebo Tonja, Chris Chinenye Emezue, Tobi Olatunji, Naome A. Etori, Salomey Osei, Tosin P. Adewumi, Sahib Singh:
Adapting Pretrained ASR Models to Low-resource Clinical Speech using Epistemic Uncertainty-based Data Selection. CoRR abs/2306.02105 (2023) - [i10]Tobi Olatunji, Tejumade Afonja, Aditya Yadavalli, Chris Chinenye Emezue, Sahib Singh, Bonaventure F. P. Dossou, Joanne I. Osuchukwu, Salomey Osei, Atnafu Lambebo Tonja, Naome A. Etori, Clinton Mbataku:
AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR. CoRR abs/2310.00274 (2023) - 2022
- [c3]Idris Abdulmumin
, Michael Beukman
, Jesujoba O. Alabi, Chris Chinenye Emezue, Everlyn Chimoto, Tosin P. Adewumi, Shamsuddeen Hassan Muhammad, Mofetoluwa Adeyemi, Oreen Yousuf, Sahib Singh, Tajuddeen Gwadabe:
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages. WMT 2022: 1001-1014 - [i9]Idris Abdulmumin, Michael Beukman, Jesujoba O. Alabi, Chris Emezue, Everlyn Asiko, Tosin P. Adewumi, Shamsuddeen Hassan Muhammad, Mofetoluwa Adeyemi, Oreen Yousuf, Sahib Singh, Tajuddeen Rabiu Gwadabe:
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages. CoRR abs/2210.10692 (2022) - 2021
- [c2]Ayush Manish Agrawal, Atharva Tendle, Harshvardhan Sikka, Sahib Singh, Amr Kayid:
Investigating Learning in Deep Neural Networks Using Layer-Wise Weight Change. SAI (2) 2021: 678-693 - [i8]Archit Uniyal, Rakshit Naidu, Sasikanth Kotti, Sahib Singh, Patrik Joslin Kenfack, Fatemehsadat Mireshghallah, Andrew Trask:
DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy? CoRR abs/2106.12576 (2021) - [i7]Priyam Basu, Tiasa Singha Roy, Rakshit Naidu, Zümrüt Müftüoglu, Sahib Singh, Fatemehsadat Mireshghallah:
Benchmarking Differential Privacy and Federated Learning for BERT Models. CoRR abs/2106.13973 (2021) - [i6]Nelson Manohar-Alers, Ryan Feng, Sahib Singh, Jiguo Song, Atul Prakash:
Using Anomaly Feature Vectors for Detecting, Classifying and Warning of Outlier Adversarial Examples. CoRR abs/2107.00561 (2021) - [i5]Sahib Singh, Rosanne Liu:
Why is Pruning at Initialization Immune to Reinitializing and Shuffling? CoRR abs/2107.01808 (2021) - [i4]Ayush Manish Agrawal, Atharva Tendle, Harshvardhan Sikka, Sahib Singh:
WeightScale: Interpreting Weight Change in Neural Networks. CoRR abs/2107.07005 (2021) - 2020
- [c1]Tom Farrand, Fatemehsadat Mireshghallah, Sahib Singh, Andrew Trask:
Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy. PPMLP@CCS 2020: 15-19 - [i3]Sahib Singh, Harshvardhan Sikka:
Benchmarking Differentially Private Residual Networks for Medical Imagery. CoRR abs/2005.13099 (2020) - [i2]Tom Farrand, Fatemehsadat Mireshghallah, Sahib Singh, Andrew Trask:
Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy. CoRR abs/2009.06389 (2020) - [i1]Ayush Manish Agrawal, Atharva Tendle, Harshvardhan Sikka, Sahib Singh, Amr Kayid:
Investigating Learning in Deep Neural Networks using Layer-Wise Weight Change. CoRR abs/2011.06735 (2020)
2010 – 2019
- 2019
- [j1]Rishikesh Pandey
, Sahib Singh:
High Precision Low-Voltage WTA/LTA Circuit for Signal Processing Applications. Wirel. Pers. Commun. 107(2): 1251-1271 (2019)
Coauthor Index
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