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| # INTERSPEECH-2024-Papers | ||
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| <table> | ||
| <tr> | ||
| <td><strong>Application</strong></td> | ||
| <td> | ||
| <a href="https://huggingface.co/spaces/DmitryRyumin/NewEraAI-Papers" style="float:left;"> | ||
| <img src="https://img.shields.io/badge/🤗-NewEraAI--Papers-FFD21F.svg" alt="App" /> | ||
| </a> | ||
| </td> | ||
| </tr> | ||
| <tr> | ||
| <td><strong>Previous Collections</strong></td> | ||
| <td> | ||
| <a href="https://github.com/DmitryRyumin/INTERSPEECH-2023-24-Papers/blob/main/README_2023.md"> | ||
| <img src="http://img.shields.io/badge/INTERSPEECH-2023-0C1C43.svg" alt="Conference"> | ||
| </a> | ||
| </td> | ||
| </tr> | ||
| </table> | ||
|
|
||
| <div align="center"> | ||
| <a href="https://github.com/DmitryRyumin/INTERSPEECH-2023-24-Papers/blob/main/sections/2024/main/l2-speech-bilingualism-and-code-switching.md"> | ||
| <img src="https://cdn.jsdelivr.net/gh/DmitryRyumin/NewEraAI-Papers@main/images/left.svg" width="40" alt="" /> | ||
| </a> | ||
| <a href="https://github.com/DmitryRyumin/INTERSPEECH-2023-24-Papers/blob/main/README.md"> | ||
| <img src="https://cdn.jsdelivr.net/gh/DmitryRyumin/NewEraAI-Papers@main/images/home.svg" width="40" alt="" /> | ||
| </a> | ||
| <a href="https://github.com/DmitryRyumin/INTERSPEECH-2023-24-Papers/blob/main/sections/2024/main/speech-and-audio-analysis-and-representations.md"> | ||
| <img src="https://cdn.jsdelivr.net/gh/DmitryRyumin/NewEraAI-Papers@main/images/right.svg" width="40" alt="" /> | ||
| </a> | ||
| </div> | ||
|
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| ## Speaker Diarization | ||
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|     | ||
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| | **Title** | **Repo** | **Paper** | **Video** | | ||
| |-----------|:--------:|:---------:|:---------:| | ||
| | [Investigating Confidence Estimation Measures for Speaker Diarization](https://www.isca-archive.org/interspeech_2024/chowdhury24_interspeech.html) | :heavy_minus_sign: | [](https://www.isca-archive.org/interspeech_2024/chowdhury24_interspeech.pdf) <br /> [](https://arxiv.org/abs/2406.17124) | :heavy_minus_sign: | | ||
| | [Speakers Unembedded: Embedding-Free Approach to Long-Form Neural Diarization](https://www.isca-archive.org/interspeech_2024/li24x_interspeech.html) | :heavy_minus_sign: | [](https://www.isca-archive.org/interspeech_2024/li24x_interspeech.pdf) <br /> [](https://arxiv.org/abs/2406.18679) | :heavy_minus_sign: | | ||
| | [On the Success and Limitations of Auxiliary Network based Word-Level End-to-End Neural Speaker Diarization](https://www.isca-archive.org/interspeech_2024/huang24d_interspeech.html) | :heavy_minus_sign: | [](https://www.isca-archive.org/interspeech_2024/huang24d_interspeech.pdf) | [](https://www.youtube.com/watch?v=uMV1W8MmwSw) | | ||
| | [EEND-M2F: Masked-Attention Mask Transformers for Speaker Diarization](https://www.isca-archive.org/interspeech_2024/harkonen24_interspeech.html) | :heavy_minus_sign: | [](https://www.isca-archive.org/interspeech_2024/harkonen24_interspeech.pdf) <br /> [](https://arxiv.org/abs/2401.12600) | :heavy_minus_sign: | | ||
| | [AFL-Net: Integrating Audio, Facial, and Lip Modalities with a Two-Step Cross-Attention for Robust Speaker Diarization in the Wild](https://www.isca-archive.org/interspeech_2024/yin24_interspeech.html) | [](https://afl-net.github.io/afl-net/) | [](https://www.isca-archive.org/interspeech_2024/yin24_interspeech.pdf) <br /> [](https://arxiv.org/abs/2312.05730) | :heavy_minus_sign: | | ||
| | [Exploiting Wavelet Scattering Transform for an Unsupervised Speaker Diarization in Deep Neural Network Framework](https://www.isca-archive.org/interspeech_2024/arya24_interspeech.html) | :heavy_minus_sign: | [](https://www.isca-archive.org/interspeech_2024/arya24_interspeech.pdf) | :heavy_minus_sign: | | ||
| | [Variable Segment Length and Domain-Adapted Feature Optimization for Speaker Diarization](https://www.isca-archive.org/interspeech_2024/zhang24b_interspeech.html) | :heavy_minus_sign: | [](https://www.isca-archive.org/interspeech_2024/zhang24b_interspeech.pdf) | :heavy_minus_sign: | | ||
| | [Efficient Speaker Embedding Extraction using a Twofold Sliding Window Algorithm for Speaker Diarization](https://www.isca-archive.org/interspeech_2024/choi24d_interspeech.html) | :heavy_minus_sign: | [](https://www.isca-archive.org/interspeech_2024/choi24d_interspeech.pdf) | :heavy_minus_sign: | | ||
| | [DiarizationLM: Speaker Diarization Post-Processing with Large Language Models](https://www.isca-archive.org/interspeech_2024/wang24h_interspeech.html) | [](https://github.com/google/speaker-id/tree/master/DiarizationLM) <br /> [](https://github.com/google/speaker-id) <br /> [](https://huggingface.co/spaces/diarizers-community/DiarizationLM-GGUF) <br /> [](https://huggingface.co/google/DiarizationLM-8b-Fisher-v2) | [](https://www.isca-archive.org/interspeech_2024/wang24h_interspeech.pdf) <br /> [](https://arxiv.org/abs/2401.03506) | :heavy_minus_sign: | | ||
| | [Joint vs Sequential Speaker-Role Detection and Automatic Speech Recognition for Air-Traffic Control](https://www.isca-archive.org/interspeech_2024/blatt24_interspeech.html) | :heavy_minus_sign: | [](https://www.isca-archive.org/interspeech_2024/blatt24_interspeech.pdf) <br /> [](https://arxiv.org/abs/2406.13842) | :heavy_minus_sign: | | ||
| | [On the Calibration of Powerset Speaker Diarization Models](https://www.isca-archive.org/interspeech_2024/plaquet24_interspeech.html) | [](https://frenchkrab.github.io/IS2024-powerset-calibration/) <br /> [](https://github.com/FrenchKrab/IS2024-powerset-calibration) | [](https://www.isca-archive.org/interspeech_2024/plaquet24_interspeech.pdf) <br /> [](https://arxiv.org/abs/2409.15885) | :heavy_minus_sign: | | ||
| | [Specializing Self-Supervised Speech Representations for Speaker Segmentation](https://www.isca-archive.org/interspeech_2024/baroudi24_interspeech.html) | :heavy_minus_sign: | [](https://www.isca-archive.org/interspeech_2024/baroudi24_interspeech.pdf) | :heavy_minus_sign: | |