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index.html

@@ -5,8 +5,8 @@
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-<br>I am a Research Scientist in the AI Speech team at <a href="https://research.facebook.com/">Meta AI</a>,
-where I build robust on-device speech recognition models. My research interests lie in the application
+<br>I am a Research Scientist in the GenAI Speech team at <a href="https://research.facebook.com/">Meta</a>,
+where I work on speech capabilities for LLaMA models. My research interests lie in the application
 of machine learning methods for speech and language tasks.<br><br>
 
 Previously, I was a PhD student at <a href="https://www.cs.jhu.edu/">Johns Hopkins University</a>, working in the <a
@@ -29,6 +29,10 @@
 <b>Updates:</b><br><br>
 
 <ul style="height: 300px; overflow: auto">
+	<li><i>July 2024:</i> Our AI Speech team becomes a part of GenAI, and is tasked with developing
+		speech for LLaMA models.
+	</li><br>
+
 	<li><i>January 2024:</i> I joined Meta in NYC as a Research Scientist! I will be working
 		on robust on-device ASR in the AI Speech & EMG team led by Mike Seltzer.
 	</li><br>

publications.md

@@ -8,6 +8,16 @@ You can also browse my <a href="https://scholar.google.co.in/citations?user=Z-7p
 
 **2024**
 
+- **Faster Speech-LLaMA inference with multi-token prediction**  
+  **Desh Raj**, Gil Keren, Junteng Jia, Jay Mahadeokar, Ozlem Kalinli  
+  *Submitted to IEEE ICASSP 2025*  
+  [Paper](https://arxiv.org/abs/2409.08148){: .btn} 
+
+- **M-BEST-RQ: A multi-channel speech foundation model for smart glasses**  
+  Yufeng Yang, **Desh Raj**, Ju Lin, Niko Moritz, Junteng Jia, Gil Keren, Egor Lakomkin, Yiteng Huang, Jacob Donley, Jay Mahadeokar, Ozlem Kalinli  
+  *Submitted to IEEE ICASSP 2025*  
+  [Paper](https://arxiv.org/abs/2409.11494){: .btn} 
+
 - **ConEC: Earnings Call Dataset with Real-world Contexts for Benchmarking Contextual Speech Recognition**  
   Ruizhe Huang, Mahsa Yarmohammadi, Jan Trmal, Jing Liu, **Desh Raj**, Leibny Paola Garcia, Alexei V Ivanov, Patrick Ehlen, Mingzhi Yu, Dan Povey, Sanjeev Khudanpur  
   *LREC 2024*