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Speexdsp bindings and pure-rust implementation

Results 15 speexdsp-rs issues
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- [ ] Add more chunk iterators and general iterators - [x] Simplify the code a bit

enhancement
good first issue

- [ ] Add more chunk iterators and general iterators - [ ] Simplify the code a bit

enhancement
good first issue

- port over [this](https://github.com/awelkie/RustFFT/blob/master/benches/rustfft.rs) to criterion - compare rustfft with the speexdsp fft

enhancement
help wanted
good first issue

The resampler high-level api would enjoy having proper documentation adapted from the [upstream in-header documentation](https://github.com/xiph/speexdsp/blob/master/include/speex/speex_resampler.h).

enhancement
help wanted
good first issue
hacktoberfest

I would like to use this crate for AEC (acoustic echo cancellation) But it doesn't compile on macOS M1. Also, why the sys feature is required for running the examples?...