audeering / audio-classification updated 1 year ago

wav2vec2-large-robust-24-ft-age-gender

Name: wav2vec2-large-robust-24-ft-age-gender
Author: audeering

The model expects a raw audio signal as input and outputs predictions for age in a range of approximately 0...1 (0...100 years) and gender expressing the probababilty for being child, female, or male. In addition, it also provides the pooled states of the last transformer layer. The model was created by fine-tuning Wav2Vec2-Large-Robust on aGender, Mozilla Common Voice, Timit and Voxceleb 2. For this version of the m...

Params

320 M

Context

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Downloads 30d

255 K

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Commercial use: not allowed · cc-by-nc-sa-4.0 Not gated SAFETENSORS View on Hugging Face ↗

Download history

daily snapshots · 10 days

276 K255 K

Jul 28Jul 31Aug 3Aug 6

Can you run it?

Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.

File	Quant	Size	Est. VRAM	Verdict on RTX 4090 · 24 GB
model.safetensors	f32	1.3 GB	1.9 GB	✅ Runs comfortably

Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.

Specifications

Architecture: Model
Parameters: 320 M
Tensor type: F32
Vocabulary: 32
Layers / heads: 24 / 16
Licence: cc-by-nc-sa-4.0
First seen on the Hub: 2023-09-04
Training datasets: agender, mozillacommonvoice, timit, voxceleb2
Added to our catalog: 2026-07-28

Compare with

clap-htsat-fused 6.9 M ast-finetuned-audioset-10-10-0.4593 1.2 M wav2vec2-large-robust-12-ft-emotion-msp-dim 751 K wav2vec2-large-xlsr-53-gender-recognition-librispeech 626 K MERT-v1-330M 560 K MuQ-large-msd-iter 292 K

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