170 results on '"Romain Serizel"'
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2. Self-Supervised Learning for Few-Shot Bird Sound Classification.
3. Posterior Sampling Algorithms for Unsupervised Speech Enhancement with Recurrent Variational Autoencoder.
4. Unsupervised Speech Enhancement with Diffusion-Based Generative Models.
5. A Weighted-Variance Variational Autoencoder Model for Speech Enhancement.
6. Performance and Energy Balance: A Comprehensive Study of State-of-the-Art Sound Event Detection Systems.
7. Diffusion-Based Speech Enhancement with a Weighted Generative-Supervised Learning Loss.
8. RoboVox: A Single/Multi-channel Far-field Speaker Recognition Benchmark for a Mobile Robot.
9. Normalizing Energy Consumption for Hardware-Independent Evaluation.
10. Energy Consumption Trends in Sound Event Detection Systems.
11. Domain-Invariant Representation Learning of Bird Sounds.
12. Diffusion-based Unsupervised Audio-visual Speech Enhancement.
13. From Computation to Consumption: Exploring the Compute-Energy Link for Training and Testing Neural Networks for SED Systems.
14. Latent Watermarking of Audio Generative Models.
15. A Phoneme-Scale Assessment of Multichannel Speech Enhancement Algorithms.
16. DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels.
17. Self-supervised learning with Diffusion-based multichannel speech enhancement for speaker verification under noisy conditions.
18. BinauRec: A dataset to test the influence of the use of room impulse responses on binaural speech enhancement.
19. Performance Above All? Energy Consumption vs. Performance, a Study on Sound Event Detection with Heterogeneous Data.
20. Audio-Visual Speech Enhancement with a Deep Kalman Filter Generative Model.
21. Spice+: Evaluation of Automatic Audio Captioning Systems with Pre-Trained Language Models.
22. Lightweight Annotation and Class Weight Training for Automatic Estimation of Alarm Audibility in Noise.
23. Fast and Efficient Speech Enhancement with Variational Autoencoders.
24. Barlow Twins self-supervised learning for robust speaker recognition.
25. A Comprehensive Exploration of Noise Robustness and Noise Compensation in ResNet and TDNN-based Speaker Recognition Systems.
26. Learning Noise Robust ResNet-Based Speaker Embedding for Speaker Recognition.
27. A Benchmark of State-of-the-Art Sound Event Detection Systems Evaluated on Synthetic Soundscapes.
28. Threshold Independent Evaluation of Sound Event Detection Scores.
29. Joint Optimization of Diffusion Probabilistic-Based Multichannel Speech Enhancement with Far-Field Speaker Verification.
30. From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion.
31. Posterior sampling algorithms for unsupervised speech enhancement with recurrent variational autoencoder.
32. From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion.
33. Self-Supervised Learning for Few-Shot Bird Sound Classification.
34. Pretraining Representations for Bioacoustic Few-shot Detection using Supervised Contrastive Learning.
35. Unsupervised speech enhancement with diffusion-based generative models.
36. SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays.
37. Diffusion-based speech enhancement with a weighted generative-supervised learning loss.
38. Post-Processing Independent Evaluation of Sound Event Detection Systems.
39. Performance and energy balance: a comprehensive study of state-of-the-art sound event detection systems.
40. Regularized Contrastive Pre-training for Few-shot Bioacoustic Sound Detection.
41. Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes.
42. Compensate multiple distortions for speaker recognition systems.
43. Improving Sound Event Detection Metrics: Insights from DCASE 2020.
44. Sound Event Detection and Separation: A Benchmark on Desed Synthetic Soundscapes.
45. What's all the Fuss about Free Universal Sound Separation Data?
46. Distributed Speech Separation in Spatially Unconstrained Microphone Arrays.
47. The Impact of Non-Target Events in Synthetic Soundscapes for Sound Event Detection.
48. Automated Audio Captioning by Fine-Tuning BART with AudioSet Tags.
49. UIAI System for Short-Duration Speaker Verification Challenge 2020.
50. Foreground-Background Ambient Sound Scene Separation.
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