Duraiswami, Ramani
- MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
2024/10/24 by S Sakshi, Utkarsh Tyagi, Sakshi, S +15 · 94 citations
Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis
- GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
2024/06/17 by Sreyan Ghosh, Ghosh, Sreyan, Sonal Kumar +15 · 50 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies
- A Closer Look at the Limitations of Instruction Tuning
2024/02/03 by Sreyan Ghosh, Ghosh, Sreyan, Chandra Kiran Reddy Evuru +13 · 21 citations
Social Sciences · #Education and Technology Integration
- CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
2023/10/12 by Sreyan Ghosh, Ghosh, Sreyan, Ashish Seth +17 · 15 citations
Computer Science · Arts and Humanities · #Music and Audio Processing #Diverse Musicological Studies #Speech Recognition and Synthesis
- Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models
2025/07/10 by Goel, Arushi, Ghosh, Sreyan, Kim, Jaehyeon +8 · 62 citations
#Artificial Intelligence (cs.AI) #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
- RECAP: Retrieval-Augmented Audio Captioning
2023/09/18 by Sreyan Ghosh, Ghosh, Sreyan, Sonal Kumar +7 · 6 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Exploiting Sparsity for Long Context Inference: Million Token Contexts on Commodity GPUs
2025/02/10 by Ryan Synk, Monte Hoover, Synk, Ryan +14 · 1 voice · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Advanced Neural Network Applications
- MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
2025/08/19 by Kumar, Sonal, Sedláček, Šimon, Lokegaonkar, Vaibhavi +31 · 14 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Recursive computation of spherical harmonic rotation coefficients of large degree
2014/03/30 by Gumerov, Nail A., Duraiswami, Ramani · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA)
- ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds
2024/09/13 by Sreyan Ghosh, Ghosh, Sreyan, Sonal Kumar +9 · 2 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
- FAST: Factorizable Attention for Speeding up Transformers
2024/02/12 by Armin Gerami, Gerami, Armin, Monte Hoover +5 · 1 voice
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #cs.AI #cs.LG #math.NA
- LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition
2024/06/06 by Ghosh, Sreyan, Kumar, Sonal, Seth, Ashish +4 · 1 citation
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
- 3D Gaussian Splatting with Normal Information for Mesh Extraction and Improved Rendering
2025/01/14 by Meenakshi Krishnan, Liam Fowl, Krishnan, Meenakshi +3 · 3 citations
Engineering · Computer Science · #Industrial Vision Systems and Defect Detection #Image Processing and 3D Reconstruction #Computer Graphics and Visualization Techniques
- AURA: A Fine-Grained Benchmark and Decomposed Metric for Audio-Visual Reasoning
2025/08/10 by Siminfar Samakoush Galougah, Galougah, Siminfar Samakoush, Raj, Rishie +6 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Music and Audio Processing #Speech and Audio Processing
- Applying Automatic Differentiation to Optimize Differential Microphone Array Designs
2024/12/06 by Galougah, Siminfar Samakoush, Duraiswami, Ramani · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Multi-Domain Audio Question Answering Toward Acoustic Content Reasoning in The DCASE 2025 Challenge
2025/05/12 by Yang, Chao-Han Huck, Ghosh, Sreyan, Wang, Qing +14 · 2 citations
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering