🎌 Ranking
We present the ranking aggregation for the considered tokenizers (medium bitrate) sorted by "Combination" column. Each model is individually ranked for every task, and we compute the average position across all ranks.
| Model | Discriminative | Generative | Combination |
|---|---|---|---|
| Discrete WavLM | 2.00 | 2.75 | 1.94 |
| Discrete HuBERT | 2.66 | 3.62 | 3.11 |
| SpeechTokenizer | 3.44 | 3.81 | 3.64 |
| Discrete Wav2Vec2 | 3.33 | 2.68 | 3.41 |
| EnCodec | 4.11 | 3.93 | 4.23 |
| DAC | 5.55 | 4.06 | 4.64 |