Kirchhoff, Katrin
- SpeechVerse: A Large-scale Generalizable Audio Language Model
2024/05/14 by Nilaksh Das, Saket Dingliwal, Das, Nilaksh +29 · 19 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale
2022/12/18 by Bansal, Hritik, Gopalakrishnan, Karthik, Dingliwal, Saket +3 · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models
2024/04/24 by Zhiqiang Tang, Haoyang Fang, Tang, Zhiqiang +13 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- DeAL: Decoding-time Alignment for Large Language Models
2024/02/05 by James Y. Huang, Huang, James Y., Sailik Sengupta +14 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Align-Refine: Non-Autoregressive Speech Recognition via Iterative Realignment
2020/10/24 by Ethan A. Chi, Chi, Ethan A., Julian Salazar +3 · 3 citations
Computer Science · #Speech Recognition and Synthesis #Music and Audio Processing #Speech and Audio Processing
- CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation
2024/10/03 by He Han, He, Han, Qianchu Liu +11 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Multimodal Semi-supervised Learning Framework for Punctuation Prediction\n in Conversational Speech
2020/08/03 by Monica Sunkara, Srikanth Ronanki, Sunkara, Monica +7 · 1 citation
Computer Science · #Speech Recognition and Synthesis #Speech and dialogue systems #Natural Language Processing Techniques
- SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models
2024/05/14 by Peri, Raghuveer, Jayanthi, Sai Muralidhar, Ronanki, Srikanth +11 · 2 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Transformer-Transducers for Code-Switched Speech Recognition
2020/11/30 by Dalmia, Siddharth, Liu, Yuzong, Ronanki, Srikanth +1 · 1 citation
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
- Zero-resource Speech Translation and Recognition with LLMs
2024/12/24 by Karel Mundnich, Mundnich, Karel, Xing Niu +23 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #electronic engineering #information engineering
- Mask The Bias: Improving Domain-Adaptive Generalization of CTC-based ASR with Internal Language Model Estimation
2023/05/05 by Nilaksh Das, Das, Nilaksh, Monica Sunkara +11 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering