# Binaural Audio Synthesis on Synthesized Binaural Audio

Source: [Binaural Audio Synthesis on Synthesized Binaural Audio](<https://www.sota2.com/research/sota/binaural-audio-synthesis-on-synthesized-binaural-audio>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:50:04.619Z

Evaluation of Binaural Audio Synthesis performance using Mean Opinion Scores (MOS), Similarity MOS, and Spatial MOS on the Synthesized Binaural Audio 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 | Binaural Audio Synthesis |
| Dataset (including any stated split) | Synthesized Binaural Audio |
| Metric | MOS |
| Unit | SCALAR |
| 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

- [MOS](<https://www.sota2.com/research/sota/binaural-audio-synthesis-on-synthesized-binaural-audio.md?metric=MOS>): Higher is better; unit: SCALAR.

- [Similarity MOS](<https://www.sota2.com/research/sota/binaural-audio-synthesis-on-synthesized-binaural-audio.md?metric=Similarity%20MOS>): Higher is better; unit: SCALAR.

- [Spatial MOS](<https://www.sota2.com/research/sota/binaural-audio-synthesis-on-synthesized-binaural-audio.md?metric=Spatial%20MOS>): Higher is better; unit: SCALAR.

## Recorded results

| Method | MOS | Result date | Report paper |
| --- | --- | --- | --- |
| BinauralGrad | 3.8 | Not recorded | 68fa6e061e209131cea3d7dd |
| Recording | 3.69 | Not recorded | 68fa6e061e209131cea3d7dd |
| WarpNet | 3.61 | Not recorded | 68fa6e061e209131cea3d7dd |
| DSP | 3.41 | Not recorded | 68fa6e061e209131cea3d7dd |
| WaveNet | 3.37 | Not recorded | 68fa6e061e209131cea3d7dd |

### BinauralGrad

MOS: 3.8. Result ID: 698ff5093a6c314849fd1175.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e061e209131cea3d7dd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e061e209131cea3d7dd.md>)

[Implementation](<https://github.com/microsoft/NeuralSpeech/tree/master/BinauralGrad>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Recording

MOS: 3.69. Result ID: 698ff5093a6c314849fd1171.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e061e209131cea3d7dd.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### WarpNet

MOS: 3.61. Result ID: 698ff5093a6c314849fd1174.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e061e209131cea3d7dd.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DSP

MOS: 3.41. Result ID: 698ff5093a6c314849fd1172.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e061e209131cea3d7dd.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### WaveNet

MOS: 3.37. Result ID: 698ff5093a6c314849fd1173.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e061e209131cea3d7dd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62bf1e209131ce9fb1ba.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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