# Speaker Profiling on VoxCeleb1-O Source: [Speaker Profiling on VoxCeleb1-O]() Collection index: [llms.txt]() Data updated: 2026-05-15T09:48:00.575Z Evaluation of multi-attribute speaker profiling (Gender, Age, Region, Pitch, Brightness) performance on the VoxCeleb1-O dataset. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Speaker Profiling | | Dataset (including any stated split) | VoxCeleb1-O | | Metric | Gender Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Gender Accuracy](): Higher is better; unit: PERCENT. - [Age Accuracy](): Higher is better; unit: PERCENT. - [Region Accuracy](): Higher is better; unit: PERCENT. - [Pitch Accuracy](): Higher is better; unit: PERCENT. - [Brightness Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Gender Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Audio Flamingo3 | 99.9 | Not recorded | 6a06a8c4dbc836b87d82a307 | | SpeakerLLM-Base | 99.9 | Not recorded | 6a06a8c4dbc836b87d82a307 | | Qwen2.5-Omni-7B | 99.8 | Not recorded | 6a06a8c4dbc836b87d82a307 | | Qwen3.0-Omni-30B | 99.1 | Not recorded | 6a06a8c4dbc836b87d82a307 | | CoLMbo | 78.6 | Not recorded | 6a06a8c4dbc836b87d82a307 | ### Audio Flamingo3 Gender Accuracy: 99.9. Result ID: 6a06ebba47f34ce924ef09af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM Backbone":"Qwen2.5-7B"}. This record does not assert independent reproduction. ### SpeakerLLM-Base Gender Accuracy: 99.9. Result ID: 6a06ebba47f34ce924ef09b1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM Backbone":"Qwen2.5-1.5B"}. This record does not assert independent reproduction. ### Qwen2.5-Omni-7B Gender Accuracy: 99.8. Result ID: 6a06ebba47f34ce924ef09ad. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"LLM Backbone":"Qwen2.5-7B"}. This record does not assert independent reproduction. ### Qwen3.0-Omni-30B Gender Accuracy: 99.1. Result ID: 6a06ebba47f34ce924ef09ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM Backbone":"Qwen3-30B-A3B"}. This record does not assert independent reproduction. ### CoLMbo Gender Accuracy: 78.6. Result ID: 6a06ebba47f34ce924ef09b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM Backbone":"GPT2-base"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.